Dataset statistics
| Number of variables | 345 |
|---|---|
| Number of observations | 50000 |
| Missing cells | 1344546 |
| Missing cells (%) | 7.8% |
| Total size in memory | 131.6 MiB |
| Average record size in memory | 2.7 KiB |
Variable types
| Numeric | 342 |
|---|---|
| Categorical | 3 |
Agri_1m has constant value "0" | Constant |
Cash_1m has constant value "0" | Constant |
Agri_amt_1m has constant value "0" | Constant |
Cash_amt_1m has constant value "0" | Constant |
Agri_3m has constant value "0" | Constant |
Cash_3m has constant value "0" | Constant |
Agri_amt_3m has constant value "0" | Constant |
Cash_amt_3m has constant value "0" | Constant |
Agri_6m has constant value "0" | Constant |
Cash_6m has constant value "0" | Constant |
Agri_amt_6m has constant value "0" | Constant |
Cash_amt_6m has constant value "0" | Constant |
Agri_12m has constant value "0" | Constant |
Cash_12m has constant value "0" | Constant |
Agri_amt_12m has constant value "0" | Constant |
Cash_amt_12m has constant value "0" | Constant |
has_taken_emi_before has constant value "1.0" | Constant |
married_flag has constant value "0" | Constant |
merchant_country has a high cardinality: 66 distinct values | High cardinality |
merchant_country is highly imbalanced (95.1%) | Imbalance |
revolve_1m has 3421 (6.8%) missing values | Missing |
revolve_3m has 3421 (6.8%) missing values | Missing |
revolve_6m has 3421 (6.8%) missing values | Missing |
util_1m has 3430 (6.9%) missing values | Missing |
util_3m has 3421 (6.8%) missing values | Missing |
util_6m has 3421 (6.8%) missing values | Missing |
payment_ratio_1m has 8889 (17.8%) missing values | Missing |
payment_ratio_3m has 6990 (14.0%) missing values | Missing |
payment_ratio_6m has 6536 (13.1%) missing values | Missing |
paymad_1m has 11185 (22.4%) missing values | Missing |
paymad_3m has 7859 (15.7%) missing values | Missing |
paymad_6m has 7026 (14.1%) missing values | Missing |
has_taken_emi_before has 39958 (79.9%) missing values | Missing |
count_of_emi_before has 39958 (79.9%) missing values | Missing |
Bureau_AL_amt_ever has 38351 (76.7%) missing values | Missing |
Bureau_BL_amt_ever has 45820 (91.6%) missing values | Missing |
Bureau_CCOD_amt_ever has 16336 (32.7%) missing values | Missing |
Bureau_CV_amt_ever has 49226 (98.5%) missing values | Missing |
Bureau_CD_amt_ever has 30347 (60.7%) missing values | Missing |
Bureau_EL_amt_ever has 47414 (94.8%) missing values | Missing |
Bureau_GL_amt_ever has 45582 (91.2%) missing values | Missing |
Bureau_HL_amt_ever has 36745 (73.5%) missing values | Missing |
Bureau_PL_amt_ever has 32769 (65.5%) missing values | Missing |
Bureau_LAP_amt_ever has 46674 (93.3%) missing values | Missing |
Bureau_TW_amt_ever has 42804 (85.6%) missing values | Missing |
Bureau_UC_amt_ever has 48507 (97.0%) missing values | Missing |
Bureau_unsec_amt_ever has 27999 (56.0%) missing values | Missing |
Bureau_sec_amt_ever has 34778 (69.6%) missing values | Missing |
Bureau_all_amt_ever has 11400 (22.8%) missing values | Missing |
Bureau_AL_amt_live has 44638 (89.3%) missing values | Missing |
Bureau_BL_amt_live has 47622 (95.2%) missing values | Missing |
Bureau_CCOD_amt_live has 17781 (35.6%) missing values | Missing |
Bureau_CV_amt_live has 49629 (99.3%) missing values | Missing |
Bureau_CD_amt_live has 39553 (79.1%) missing values | Missing |
Bureau_EL_amt_live has 49215 (98.4%) missing values | Missing |
Bureau_GL_amt_live has 48446 (96.9%) missing values | Missing |
Bureau_HL_amt_live has 41205 (82.4%) missing values | Missing |
Bureau_PL_amt_live has 38188 (76.4%) missing values | Missing |
Bureau_LAP_amt_live has 47695 (95.4%) missing values | Missing |
Bureau_TW_amt_live has 47935 (95.9%) missing values | Missing |
Bureau_UC_amt_live has 49252 (98.5%) missing values | Missing |
Bureau_unsec_amt_live has 35278 (70.6%) missing values | Missing |
Bureau_sec_amt_live has 39799 (79.6%) missing values | Missing |
Bureau_all_amt_live has 13450 (26.9%) missing values | Missing |
avg_sa_balance_1m has 3108 (6.2%) missing values | Missing |
avg_sa_balance_3m has 3108 (6.2%) missing values | Missing |
avg_sa_balance_6m has 3108 (6.2%) missing values | Missing |
avg_sa_balance_12m has 3108 (6.2%) missing values | Missing |
pctchg_curr_sa_bal_avg_sa_bal_1m has 5667 (11.3%) missing values | Missing |
pctchg_curr_sa_bal_avg_sa_bal_3m has 5808 (11.6%) missing values | Missing |
pctchg_curr_sa_bal_avg_sa_bal_6m has 7201 (14.4%) missing values | Missing |
Contract_1m is highly skewed (γ1 = 37.91046285) | Skewed |
Airline_1m is highly skewed (γ1 = 21.70080878) | Skewed |
Insurance_1m is highly skewed (γ1 = 35.09705685) | Skewed |
Railways_1m is highly skewed (γ1 = 24.6112462) | Skewed |
Airports_1m is highly skewed (γ1 = 67.35704306) | Skewed |
Retail_1m is highly skewed (γ1 = 42.86004666) | Skewed |
Auto_1m is highly skewed (γ1 = 30.78082838) | Skewed |
MusicStores_1m is highly skewed (γ1 = 55.36205687) | Skewed |
Books_1m is highly skewed (γ1 = 24.29408508) | Skewed |
DirectM_1m is highly skewed (γ1 = 20.70773763) | Skewed |
QuasiCash_1m is highly skewed (γ1 = 70.69349454) | Skewed |
FS_1m is highly skewed (γ1 = 41.48785106) | Skewed |
ProfServ_1m is highly skewed (γ1 = 27.49568756) | Skewed |
Education_1m is highly skewed (γ1 = 29.11196446) | Skewed |
GovtServices_1m is highly skewed (γ1 = 35.99012688) | Skewed |
Contract_amt_1m is highly skewed (γ1 = 64.54806412) | Skewed |
Airline_amt_1m is highly skewed (γ1 = 23.81293327) | Skewed |
Insurance_amt_1m is highly skewed (γ1 = 24.36113882) | Skewed |
Hotels_amt_1m is highly skewed (γ1 = 37.30334908) | Skewed |
Airports_amt_1m is highly skewed (γ1 = 50.09701966) | Skewed |
Medical_amt_1m is highly skewed (γ1 = 23.06243138) | Skewed |
DeptStores_amt_1m is highly skewed (γ1 = 24.24559308) | Skewed |
Food_amt_1m is highly skewed (γ1 = 35.66319458) | Skewed |
Auto_amt_1m is highly skewed (γ1 = 28.59649908) | Skewed |
MiscServices_amt_1m is highly skewed (γ1 = 23.69752565) | Skewed |
HomeF_amt_1m is highly skewed (γ1 = 44.04943211) | Skewed |
MusicStores_amt_1m is highly skewed (γ1 = 68.34431396) | Skewed |
DigitalGoods_amt_1m is highly skewed (γ1 = 32.85823397) | Skewed |
Alcohol_amt_1m is highly skewed (γ1 = 35.180207) | Skewed |
Books_amt_1m is highly skewed (γ1 = 40.21348698) | Skewed |
Jewelry_amt_1m is highly skewed (γ1 = 22.24473852) | Skewed |
DirectM_amt_1m is highly skewed (γ1 = 102.1207067) | Skewed |
QuasiCash_amt_1m is highly skewed (γ1 = 149.0971175) | Skewed |
FS_amt_1m is highly skewed (γ1 = 41.48785106) | Skewed |
WalletLoad_amt_1m is highly skewed (γ1 = 29.75791273) | Skewed |
BusinessServ_amt_1m is highly skewed (γ1 = 42.98173804) | Skewed |
ProfServ_amt_1m is highly skewed (γ1 = 36.72967912) | Skewed |
GovtServices_amt_1m is highly skewed (γ1 = 37.02388523) | Skewed |
Contract_3m is highly skewed (γ1 = 34.78914986) | Skewed |
Airline_3m is highly skewed (γ1 = 29.50974303) | Skewed |
transport_3m is highly skewed (γ1 = 21.19144641) | Skewed |
Insurance_3m is highly skewed (γ1 = 51.17353581) | Skewed |
Airports_3m is highly skewed (γ1 = 46.50959616) | Skewed |
Retail_3m is highly skewed (γ1 = 52.81860742) | Skewed |
Auto_3m is highly skewed (γ1 = 28.46302955) | Skewed |
MusicStores_3m is highly skewed (γ1 = 87.28925641) | Skewed |
DigitalGoods_3m is highly skewed (γ1 = 22.67581288) | Skewed |
Books_3m is highly skewed (γ1 = 57.77552351) | Skewed |
DirectM_3m is highly skewed (γ1 = 21.74502737) | Skewed |
QuasiCash_3m is highly skewed (γ1 = 77.89338677) | Skewed |
FS_3m is highly skewed (γ1 = 26.86414644) | Skewed |
ProfServ_3m is highly skewed (γ1 = 20.80803992) | Skewed |
Education_3m is highly skewed (γ1 = 22.97968228) | Skewed |
GovtServices_3m is highly skewed (γ1 = 47.9914472) | Skewed |
Contract_amt_3m is highly skewed (γ1 = 45.61014742) | Skewed |
Airline_amt_3m is highly skewed (γ1 = 30.18308024) | Skewed |
transport_amt_3m is highly skewed (γ1 = 20.68576257) | Skewed |
Insurance_amt_3m is highly skewed (γ1 = 34.35284618) | Skewed |
Hotels_amt_3m is highly skewed (γ1 = 42.77689715) | Skewed |
Airports_amt_3m is highly skewed (γ1 = 52.14727746) | Skewed |
Utility_amt_3m is highly skewed (γ1 = 21.14555362) | Skewed |
Medical_amt_3m is highly skewed (γ1 = 28.47865804) | Skewed |
Food_amt_3m is highly skewed (γ1 = 49.93555124) | Skewed |
Auto_amt_3m is highly skewed (γ1 = 25.52549873) | Skewed |
MiscServices_amt_3m is highly skewed (γ1 = 30.16463497) | Skewed |
HomeF_amt_3m is highly skewed (γ1 = 26.28062187) | Skewed |
MusicStores_amt_3m is highly skewed (γ1 = 80.00078775) | Skewed |
Restaurants_amt_3m is highly skewed (γ1 = 20.79086653) | Skewed |
DigitalGoods_amt_3m is highly skewed (γ1 = 21.24664222) | Skewed |
Alcohol_amt_3m is highly skewed (γ1 = 32.97707862) | Skewed |
Books_amt_3m is highly skewed (γ1 = 52.38559939) | Skewed |
DirectM_amt_3m is highly skewed (γ1 = 97.61371505) | Skewed |
QuasiCash_amt_3m is highly skewed (γ1 = 148.9790539) | Skewed |
FS_amt_3m is highly skewed (γ1 = 159.7054686) | Skewed |
WalletLoad_amt_3m is highly skewed (γ1 = 38.26647813) | Skewed |
BusinessServ_amt_3m is highly skewed (γ1 = 28.70445734) | Skewed |
ProfServ_amt_3m is highly skewed (γ1 = 26.89576097) | Skewed |
GovtServices_amt_3m is highly skewed (γ1 = 37.52586981) | Skewed |
Contract_6m is highly skewed (γ1 = 34.78914986) | Skewed |
Airline_6m is highly skewed (γ1 = 29.50974303) | Skewed |
transport_6m is highly skewed (γ1 = 21.19144641) | Skewed |
Insurance_6m is highly skewed (γ1 = 51.17353581) | Skewed |
Airports_6m is highly skewed (γ1 = 46.50959616) | Skewed |
Retail_6m is highly skewed (γ1 = 52.81860742) | Skewed |
Auto_6m is highly skewed (γ1 = 28.46302955) | Skewed |
MusicStores_6m is highly skewed (γ1 = 87.28925641) | Skewed |
DigitalGoods_6m is highly skewed (γ1 = 22.67581288) | Skewed |
Books_6m is highly skewed (γ1 = 57.77552351) | Skewed |
DirectM_6m is highly skewed (γ1 = 21.74502737) | Skewed |
QuasiCash_6m is highly skewed (γ1 = 77.89338677) | Skewed |
FS_6m is highly skewed (γ1 = 26.86414644) | Skewed |
ProfServ_6m is highly skewed (γ1 = 20.80803992) | Skewed |
Education_6m is highly skewed (γ1 = 22.97968228) | Skewed |
GovtServices_6m is highly skewed (γ1 = 47.9914472) | Skewed |
Contract_amt_6m is highly skewed (γ1 = 45.61014742) | Skewed |
Airline_amt_6m is highly skewed (γ1 = 30.18308024) | Skewed |
transport_amt_6m is highly skewed (γ1 = 20.68576257) | Skewed |
Insurance_amt_6m is highly skewed (γ1 = 34.35284618) | Skewed |
Hotels_amt_6m is highly skewed (γ1 = 42.77689715) | Skewed |
Airports_amt_6m is highly skewed (γ1 = 52.14727746) | Skewed |
Utility_amt_6m is highly skewed (γ1 = 21.14555362) | Skewed |
Medical_amt_6m is highly skewed (γ1 = 28.47865804) | Skewed |
Food_amt_6m is highly skewed (γ1 = 49.93555124) | Skewed |
Auto_amt_6m is highly skewed (γ1 = 25.52549873) | Skewed |
MiscServices_amt_6m is highly skewed (γ1 = 30.16463497) | Skewed |
HomeF_amt_6m is highly skewed (γ1 = 26.28062187) | Skewed |
MusicStores_amt_6m is highly skewed (γ1 = 80.00078775) | Skewed |
Restaurants_amt_6m is highly skewed (γ1 = 20.79086653) | Skewed |
DigitalGoods_amt_6m is highly skewed (γ1 = 21.24664222) | Skewed |
Alcohol_amt_6m is highly skewed (γ1 = 32.97707862) | Skewed |
Books_amt_6m is highly skewed (γ1 = 52.38559939) | Skewed |
DirectM_amt_6m is highly skewed (γ1 = 97.61371505) | Skewed |
QuasiCash_amt_6m is highly skewed (γ1 = 148.9790539) | Skewed |
FS_amt_6m is highly skewed (γ1 = 159.7054686) | Skewed |
WalletLoad_amt_6m is highly skewed (γ1 = 38.26647813) | Skewed |
BusinessServ_amt_6m is highly skewed (γ1 = 28.70445734) | Skewed |
ProfServ_amt_6m is highly skewed (γ1 = 26.89576097) | Skewed |
GovtServices_amt_6m is highly skewed (γ1 = 37.52586981) | Skewed |
Contract_12m is highly skewed (γ1 = 34.78914986) | Skewed |
Airline_12m is highly skewed (γ1 = 29.50974303) | Skewed |
transport_12m is highly skewed (γ1 = 21.19144641) | Skewed |
Insurance_12m is highly skewed (γ1 = 51.17353581) | Skewed |
Airports_12m is highly skewed (γ1 = 46.50959616) | Skewed |
Retail_12m is highly skewed (γ1 = 52.81860742) | Skewed |
Auto_12m is highly skewed (γ1 = 28.46302955) | Skewed |
MusicStores_12m is highly skewed (γ1 = 87.28925641) | Skewed |
DigitalGoods_12m is highly skewed (γ1 = 22.67581288) | Skewed |
Books_12m is highly skewed (γ1 = 57.77552351) | Skewed |
DirectM_12m is highly skewed (γ1 = 21.74502737) | Skewed |
QuasiCash_12m is highly skewed (γ1 = 77.89338677) | Skewed |
FS_12m is highly skewed (γ1 = 26.86414644) | Skewed |
ProfServ_12m is highly skewed (γ1 = 20.80803992) | Skewed |
Education_12m is highly skewed (γ1 = 22.97968228) | Skewed |
GovtServices_12m is highly skewed (γ1 = 47.9914472) | Skewed |
Contract_amt_12m is highly skewed (γ1 = 45.61014742) | Skewed |
Airline_amt_12m is highly skewed (γ1 = 30.18308024) | Skewed |
transport_amt_12m is highly skewed (γ1 = 20.68576257) | Skewed |
Insurance_amt_12m is highly skewed (γ1 = 34.35284618) | Skewed |
Hotels_amt_12m is highly skewed (γ1 = 42.77689715) | Skewed |
Airports_amt_12m is highly skewed (γ1 = 52.14727746) | Skewed |
Utility_amt_12m is highly skewed (γ1 = 21.14555362) | Skewed |
Medical_amt_12m is highly skewed (γ1 = 28.47865804) | Skewed |
Food_amt_12m is highly skewed (γ1 = 49.93555124) | Skewed |
Auto_amt_12m is highly skewed (γ1 = 25.52549873) | Skewed |
MiscServices_amt_12m is highly skewed (γ1 = 30.16463497) | Skewed |
HomeF_amt_12m is highly skewed (γ1 = 26.28062187) | Skewed |
MusicStores_amt_12m is highly skewed (γ1 = 80.00078775) | Skewed |
Restaurants_amt_12m is highly skewed (γ1 = 20.79086653) | Skewed |
DigitalGoods_amt_12m is highly skewed (γ1 = 21.24664222) | Skewed |
Alcohol_amt_12m is highly skewed (γ1 = 32.97707862) | Skewed |
Books_amt_12m is highly skewed (γ1 = 52.38559939) | Skewed |
DirectM_amt_12m is highly skewed (γ1 = 97.61371505) | Skewed |
QuasiCash_amt_12m is highly skewed (γ1 = 148.9790539) | Skewed |
FS_amt_12m is highly skewed (γ1 = 159.7054686) | Skewed |
WalletLoad_amt_12m is highly skewed (γ1 = 38.26647813) | Skewed |
BusinessServ_amt_12m is highly skewed (γ1 = 28.70445734) | Skewed |
ProfServ_amt_12m is highly skewed (γ1 = 26.89576097) | Skewed |
GovtServices_amt_12m is highly skewed (γ1 = 37.52586981) | Skewed |
spends_1m is highly skewed (γ1 = 24.86908428) | Skewed |
spends_3m is highly skewed (γ1 = 22.86820727) | Skewed |
spends_6m is highly skewed (γ1 = 22.86820727) | Skewed |
spends_12m is highly skewed (γ1 = 22.86820727) | Skewed |
payment_ratio_1m is highly skewed (γ1 = -59.29663513) | Skewed |
payment_ratio_3m is highly skewed (γ1 = -81.408264) | Skewed |
payment_ratio_6m is highly skewed (γ1 = -84.26270787) | Skewed |
paymad_1m is highly skewed (γ1 = 111.890308) | Skewed |
paymad_3m is highly skewed (γ1 = 61.85228678) | Skewed |
paymad_6m is highly skewed (γ1 = 62.45375746) | Skewed |
Bureau_AL_amt_ever is highly skewed (γ1 = 47.93700845) | Skewed |
Bureau_BL_amt_ever is highly skewed (γ1 = 23.55052485) | Skewed |
Bureau_CCOD_amt_ever is highly skewed (γ1 = 147.7545679) | Skewed |
Bureau_CD_amt_ever is highly skewed (γ1 = 115.2986889) | Skewed |
Bureau_PL_amt_ever is highly skewed (γ1 = 42.03517517) | Skewed |
Bureau_unsec_amt_ever is highly skewed (γ1 = 31.55790447) | Skewed |
Bureau_all_amt_ever is highly skewed (γ1 = 25.67655087) | Skewed |
Bureau_AL_amt_live is highly skewed (γ1 = 27.28540456) | Skewed |
Bureau_BL_amt_live is highly skewed (γ1 = 24.58258982) | Skewed |
Bureau_CCOD_amt_live is highly skewed (γ1 = 101.0823389) | Skewed |
Bureau_CD_amt_live is highly skewed (γ1 = 32.80678197) | Skewed |
Bureau_PL_amt_live is highly skewed (γ1 = 22.16304126) | Skewed |
Bureau_unsec_amt_live is highly skewed (γ1 = 35.10120566) | Skewed |
Bureau_all_amt_live is highly skewed (γ1 = 33.13915118) | Skewed |
avg_sa_balance_1m is highly skewed (γ1 = 38.79019486) | Skewed |
avg_sa_balance_3m is highly skewed (γ1 = 22.52760448) | Skewed |
avg_sa_balance_12m is highly skewed (γ1 = 23.02572902) | Skewed |
pctchg_curr_sa_bal_avg_sa_bal_1m is highly skewed (γ1 = 108.9881541) | Skewed |
pctchg_curr_sa_bal_avg_sa_bal_3m is highly skewed (γ1 = 142.5027904) | Skewed |
pctchg_curr_sa_bal_avg_sa_bal_6m is highly skewed (γ1 = 136.5094811) | Skewed |
target_variable has 47380 (94.8%) zeros | Zeros |
Agri_1m has 50000 (100.0%) zeros | Zeros |
Contract_1m has 49798 (99.6%) zeros | Zeros |
Airline_1m has 47940 (95.9%) zeros | Zeros |
transport_1m has 42622 (85.2%) zeros | Zeros |
Insurance_1m has 43650 (87.3%) zeros | Zeros |
Hotels_1m has 42350 (84.7%) zeros | Zeros |
Railways_1m has 43568 (87.1%) zeros | Zeros |
Airports_1m has 49969 (99.9%) zeros | Zeros |
Utility_1m has 29041 (58.1%) zeros | Zeros |
Retail_1m has 33810 (67.6%) zeros | Zeros |
Medical_1m has 38877 (77.8%) zeros | Zeros |
Fuel_1m has 27687 (55.4%) zeros | Zeros |
DeptStores_1m has 27906 (55.8%) zeros | Zeros |
Food_1m has 40586 (81.2%) zeros | Zeros |
Auto_1m has 47966 (95.9%) zeros | Zeros |
ClothStores_1m has 31985 (64.0%) zeros | Zeros |
MiscServices_1m has 41405 (82.8%) zeros | Zeros |
HomeF_1m has 48659 (97.3%) zeros | Zeros |
Electronics_1m has 38735 (77.5%) zeros | Zeros |
MusicStores_1m has 49582 (99.2%) zeros | Zeros |
Restaurants_1m has 27910 (55.8%) zeros | Zeros |
DigitalGoods_1m has 46387 (92.8%) zeros | Zeros |
Alcohol_1m has 46220 (92.4%) zeros | Zeros |
Books_1m has 47598 (95.2%) zeros | Zeros |
Jewelry_1m has 47539 (95.1%) zeros | Zeros |
DirectM_1m has 48713 (97.4%) zeros | Zeros |
Cash_1m has 50000 (100.0%) zeros | Zeros |
QuasiCash_1m has 49979 (> 99.9%) zeros | Zeros |
FS_1m has 49971 (99.9%) zeros | Zeros |
RentPayments_1m has 41830 (83.7%) zeros | Zeros |
WalletLoad_1m has 43000 (86.0%) zeros | Zeros |
BusinessServ_1m has 36948 (73.9%) zeros | Zeros |
ProfServ_1m has 47143 (94.3%) zeros | Zeros |
Education_1m has 44712 (89.4%) zeros | Zeros |
GovtServices_1m has 41869 (83.7%) zeros | Zeros |
Agri_amt_1m has 50000 (100.0%) zeros | Zeros |
Contract_amt_1m has 49798 (99.6%) zeros | Zeros |
Airline_amt_1m has 47940 (95.9%) zeros | Zeros |
transport_amt_1m has 42622 (85.2%) zeros | Zeros |
Insurance_amt_1m has 43650 (87.3%) zeros | Zeros |
Hotels_amt_1m has 42350 (84.7%) zeros | Zeros |
Railways_amt_1m has 43568 (87.1%) zeros | Zeros |
Airports_amt_1m has 49969 (99.9%) zeros | Zeros |
Utility_amt_1m has 29041 (58.1%) zeros | Zeros |
Retail_amt_1m has 33810 (67.6%) zeros | Zeros |
Medical_amt_1m has 38877 (77.8%) zeros | Zeros |
Fuel_amt_1m has 27687 (55.4%) zeros | Zeros |
DeptStores_amt_1m has 27906 (55.8%) zeros | Zeros |
Food_amt_1m has 40586 (81.2%) zeros | Zeros |
Auto_amt_1m has 47966 (95.9%) zeros | Zeros |
ClothStores_amt_1m has 31985 (64.0%) zeros | Zeros |
MiscServices_amt_1m has 41405 (82.8%) zeros | Zeros |
HomeF_amt_1m has 48659 (97.3%) zeros | Zeros |
Electronics_amt_1m has 38735 (77.5%) zeros | Zeros |
MusicStores_amt_1m has 49582 (99.2%) zeros | Zeros |
Restaurants_amt_1m has 27910 (55.8%) zeros | Zeros |
DigitalGoods_amt_1m has 46387 (92.8%) zeros | Zeros |
Alcohol_amt_1m has 46220 (92.4%) zeros | Zeros |
Books_amt_1m has 47598 (95.2%) zeros | Zeros |
Jewelry_amt_1m has 47539 (95.1%) zeros | Zeros |
DirectM_amt_1m has 48713 (97.4%) zeros | Zeros |
Cash_amt_1m has 50000 (100.0%) zeros | Zeros |
QuasiCash_amt_1m has 49979 (> 99.9%) zeros | Zeros |
FS_amt_1m has 49971 (99.9%) zeros | Zeros |
RentPayments_amt_1m has 41830 (83.7%) zeros | Zeros |
WalletLoad_amt_1m has 43000 (86.0%) zeros | Zeros |
BusinessServ_amt_1m has 36948 (73.9%) zeros | Zeros |
ProfServ_amt_1m has 47143 (94.3%) zeros | Zeros |
Education_amt_1m has 44712 (89.4%) zeros | Zeros |
GovtServices_amt_1m has 41869 (83.7%) zeros | Zeros |
Agri_3m has 50000 (100.0%) zeros | Zeros |
Contract_3m has 49536 (99.1%) zeros | Zeros |
Airline_3m has 46359 (92.7%) zeros | Zeros |
transport_3m has 37570 (75.1%) zeros | Zeros |
Insurance_3m has 39445 (78.9%) zeros | Zeros |
Hotels_3m has 36891 (73.8%) zeros | Zeros |
Railways_3m has 39278 (78.6%) zeros | Zeros |
Airports_3m has 49945 (99.9%) zeros | Zeros |
Utility_3m has 20688 (41.4%) zeros | Zeros |
Retail_3m has 25725 (51.4%) zeros | Zeros |
Medical_3m has 32314 (64.6%) zeros | Zeros |
Fuel_3m has 21967 (43.9%) zeros | Zeros |
DeptStores_3m has 20359 (40.7%) zeros | Zeros |
Food_3m has 34180 (68.4%) zeros | Zeros |
Auto_3m has 46021 (92.0%) zeros | Zeros |
ClothStores_3m has 24277 (48.6%) zeros | Zeros |
MiscServices_3m has 34785 (69.6%) zeros | Zeros |
HomeF_3m has 47285 (94.6%) zeros | Zeros |
Electronics_3m has 32112 (64.2%) zeros | Zeros |
MusicStores_3m has 49307 (98.6%) zeros | Zeros |
Restaurants_3m has 20254 (40.5%) zeros | Zeros |
DigitalGoods_3m has 44043 (88.1%) zeros | Zeros |
Alcohol_3m has 43436 (86.9%) zeros | Zeros |
Books_3m has 45427 (90.9%) zeros | Zeros |
Jewelry_3m has 44421 (88.8%) zeros | Zeros |
DirectM_3m has 47389 (94.8%) zeros | Zeros |
Cash_3m has 50000 (100.0%) zeros | Zeros |
QuasiCash_3m has 49969 (99.9%) zeros | Zeros |
FS_3m has 49931 (99.9%) zeros | Zeros |
RentPayments_3m has 38583 (77.2%) zeros | Zeros |
WalletLoad_3m has 39449 (78.9%) zeros | Zeros |
BusinessServ_3m has 28973 (57.9%) zeros | Zeros |
ProfServ_3m has 44022 (88.0%) zeros | Zeros |
Education_3m has 41554 (83.1%) zeros | Zeros |
GovtServices_3m has 36573 (73.1%) zeros | Zeros |
Agri_amt_3m has 50000 (100.0%) zeros | Zeros |
Contract_amt_3m has 49536 (99.1%) zeros | Zeros |
Airline_amt_3m has 46359 (92.7%) zeros | Zeros |
transport_amt_3m has 37570 (75.1%) zeros | Zeros |
Insurance_amt_3m has 39445 (78.9%) zeros | Zeros |
Hotels_amt_3m has 36891 (73.8%) zeros | Zeros |
Railways_amt_3m has 39278 (78.6%) zeros | Zeros |
Airports_amt_3m has 49945 (99.9%) zeros | Zeros |
Utility_amt_3m has 20688 (41.4%) zeros | Zeros |
Retail_amt_3m has 25725 (51.4%) zeros | Zeros |
Medical_amt_3m has 32314 (64.6%) zeros | Zeros |
Fuel_amt_3m has 21967 (43.9%) zeros | Zeros |
DeptStores_amt_3m has 20359 (40.7%) zeros | Zeros |
Food_amt_3m has 34180 (68.4%) zeros | Zeros |
Auto_amt_3m has 46021 (92.0%) zeros | Zeros |
ClothStores_amt_3m has 24277 (48.6%) zeros | Zeros |
MiscServices_amt_3m has 34785 (69.6%) zeros | Zeros |
HomeF_amt_3m has 47285 (94.6%) zeros | Zeros |
Electronics_amt_3m has 32112 (64.2%) zeros | Zeros |
MusicStores_amt_3m has 49307 (98.6%) zeros | Zeros |
Restaurants_amt_3m has 20254 (40.5%) zeros | Zeros |
DigitalGoods_amt_3m has 44043 (88.1%) zeros | Zeros |
Alcohol_amt_3m has 43436 (86.9%) zeros | Zeros |
Books_amt_3m has 45427 (90.9%) zeros | Zeros |
Jewelry_amt_3m has 44421 (88.8%) zeros | Zeros |
DirectM_amt_3m has 47389 (94.8%) zeros | Zeros |
Cash_amt_3m has 50000 (100.0%) zeros | Zeros |
QuasiCash_amt_3m has 49969 (99.9%) zeros | Zeros |
FS_amt_3m has 49931 (99.9%) zeros | Zeros |
RentPayments_amt_3m has 38583 (77.2%) zeros | Zeros |
WalletLoad_amt_3m has 39449 (78.9%) zeros | Zeros |
BusinessServ_amt_3m has 28973 (57.9%) zeros | Zeros |
ProfServ_amt_3m has 44022 (88.0%) zeros | Zeros |
Education_amt_3m has 41554 (83.1%) zeros | Zeros |
GovtServices_amt_3m has 36573 (73.1%) zeros | Zeros |
Agri_6m has 50000 (100.0%) zeros | Zeros |
Contract_6m has 49536 (99.1%) zeros | Zeros |
Airline_6m has 46359 (92.7%) zeros | Zeros |
transport_6m has 37570 (75.1%) zeros | Zeros |
Insurance_6m has 39445 (78.9%) zeros | Zeros |
Hotels_6m has 36891 (73.8%) zeros | Zeros |
Railways_6m has 39278 (78.6%) zeros | Zeros |
Airports_6m has 49945 (99.9%) zeros | Zeros |
Utility_6m has 20688 (41.4%) zeros | Zeros |
Retail_6m has 25725 (51.4%) zeros | Zeros |
Medical_6m has 32314 (64.6%) zeros | Zeros |
Fuel_6m has 21967 (43.9%) zeros | Zeros |
DeptStores_6m has 20359 (40.7%) zeros | Zeros |
Food_6m has 34180 (68.4%) zeros | Zeros |
Auto_6m has 46021 (92.0%) zeros | Zeros |
ClothStores_6m has 24277 (48.6%) zeros | Zeros |
MiscServices_6m has 34785 (69.6%) zeros | Zeros |
HomeF_6m has 47285 (94.6%) zeros | Zeros |
Electronics_6m has 32112 (64.2%) zeros | Zeros |
MusicStores_6m has 49307 (98.6%) zeros | Zeros |
Restaurants_6m has 20254 (40.5%) zeros | Zeros |
DigitalGoods_6m has 44043 (88.1%) zeros | Zeros |
Alcohol_6m has 43436 (86.9%) zeros | Zeros |
Books_6m has 45427 (90.9%) zeros | Zeros |
Jewelry_6m has 44421 (88.8%) zeros | Zeros |
DirectM_6m has 47389 (94.8%) zeros | Zeros |
Cash_6m has 50000 (100.0%) zeros | Zeros |
QuasiCash_6m has 49969 (99.9%) zeros | Zeros |
FS_6m has 49931 (99.9%) zeros | Zeros |
RentPayments_6m has 38583 (77.2%) zeros | Zeros |
WalletLoad_6m has 39449 (78.9%) zeros | Zeros |
BusinessServ_6m has 28973 (57.9%) zeros | Zeros |
ProfServ_6m has 44022 (88.0%) zeros | Zeros |
Education_6m has 41554 (83.1%) zeros | Zeros |
GovtServices_6m has 36573 (73.1%) zeros | Zeros |
Agri_amt_6m has 50000 (100.0%) zeros | Zeros |
Contract_amt_6m has 49536 (99.1%) zeros | Zeros |
Airline_amt_6m has 46359 (92.7%) zeros | Zeros |
transport_amt_6m has 37570 (75.1%) zeros | Zeros |
Insurance_amt_6m has 39445 (78.9%) zeros | Zeros |
Hotels_amt_6m has 36891 (73.8%) zeros | Zeros |
Railways_amt_6m has 39278 (78.6%) zeros | Zeros |
Airports_amt_6m has 49945 (99.9%) zeros | Zeros |
Utility_amt_6m has 20688 (41.4%) zeros | Zeros |
Retail_amt_6m has 25725 (51.4%) zeros | Zeros |
Medical_amt_6m has 32314 (64.6%) zeros | Zeros |
Fuel_amt_6m has 21967 (43.9%) zeros | Zeros |
DeptStores_amt_6m has 20359 (40.7%) zeros | Zeros |
Food_amt_6m has 34180 (68.4%) zeros | Zeros |
Auto_amt_6m has 46021 (92.0%) zeros | Zeros |
ClothStores_amt_6m has 24277 (48.6%) zeros | Zeros |
MiscServices_amt_6m has 34785 (69.6%) zeros | Zeros |
HomeF_amt_6m has 47285 (94.6%) zeros | Zeros |
Electronics_amt_6m has 32112 (64.2%) zeros | Zeros |
MusicStores_amt_6m has 49307 (98.6%) zeros | Zeros |
Restaurants_amt_6m has 20254 (40.5%) zeros | Zeros |
DigitalGoods_amt_6m has 44043 (88.1%) zeros | Zeros |
Alcohol_amt_6m has 43436 (86.9%) zeros | Zeros |
Books_amt_6m has 45427 (90.9%) zeros | Zeros |
Jewelry_amt_6m has 44421 (88.8%) zeros | Zeros |
DirectM_amt_6m has 47389 (94.8%) zeros | Zeros |
Cash_amt_6m has 50000 (100.0%) zeros | Zeros |
QuasiCash_amt_6m has 49969 (99.9%) zeros | Zeros |
FS_amt_6m has 49931 (99.9%) zeros | Zeros |
RentPayments_amt_6m has 38583 (77.2%) zeros | Zeros |
WalletLoad_amt_6m has 39449 (78.9%) zeros | Zeros |
BusinessServ_amt_6m has 28973 (57.9%) zeros | Zeros |
ProfServ_amt_6m has 44022 (88.0%) zeros | Zeros |
Education_amt_6m has 41554 (83.1%) zeros | Zeros |
GovtServices_amt_6m has 36573 (73.1%) zeros | Zeros |
Agri_12m has 50000 (100.0%) zeros | Zeros |
Contract_12m has 49536 (99.1%) zeros | Zeros |
Airline_12m has 46359 (92.7%) zeros | Zeros |
transport_12m has 37570 (75.1%) zeros | Zeros |
Insurance_12m has 39445 (78.9%) zeros | Zeros |
Hotels_12m has 36891 (73.8%) zeros | Zeros |
Railways_12m has 39278 (78.6%) zeros | Zeros |
Airports_12m has 49945 (99.9%) zeros | Zeros |
Utility_12m has 20688 (41.4%) zeros | Zeros |
Retail_12m has 25725 (51.4%) zeros | Zeros |
Medical_12m has 32314 (64.6%) zeros | Zeros |
Fuel_12m has 21967 (43.9%) zeros | Zeros |
DeptStores_12m has 20359 (40.7%) zeros | Zeros |
Food_12m has 34180 (68.4%) zeros | Zeros |
Auto_12m has 46021 (92.0%) zeros | Zeros |
ClothStores_12m has 24277 (48.6%) zeros | Zeros |
MiscServices_12m has 34785 (69.6%) zeros | Zeros |
HomeF_12m has 47285 (94.6%) zeros | Zeros |
Electronics_12m has 32112 (64.2%) zeros | Zeros |
MusicStores_12m has 49307 (98.6%) zeros | Zeros |
Restaurants_12m has 20254 (40.5%) zeros | Zeros |
DigitalGoods_12m has 44043 (88.1%) zeros | Zeros |
Alcohol_12m has 43436 (86.9%) zeros | Zeros |
Books_12m has 45427 (90.9%) zeros | Zeros |
Jewelry_12m has 44421 (88.8%) zeros | Zeros |
DirectM_12m has 47389 (94.8%) zeros | Zeros |
Cash_12m has 50000 (100.0%) zeros | Zeros |
QuasiCash_12m has 49969 (99.9%) zeros | Zeros |
FS_12m has 49931 (99.9%) zeros | Zeros |
RentPayments_12m has 38583 (77.2%) zeros | Zeros |
WalletLoad_12m has 39449 (78.9%) zeros | Zeros |
BusinessServ_12m has 28973 (57.9%) zeros | Zeros |
ProfServ_12m has 44022 (88.0%) zeros | Zeros |
Education_12m has 41554 (83.1%) zeros | Zeros |
GovtServices_12m has 36573 (73.1%) zeros | Zeros |
Agri_amt_12m has 50000 (100.0%) zeros | Zeros |
Contract_amt_12m has 49536 (99.1%) zeros | Zeros |
Airline_amt_12m has 46359 (92.7%) zeros | Zeros |
transport_amt_12m has 37570 (75.1%) zeros | Zeros |
Insurance_amt_12m has 39445 (78.9%) zeros | Zeros |
Hotels_amt_12m has 36891 (73.8%) zeros | Zeros |
Railways_amt_12m has 39278 (78.6%) zeros | Zeros |
Airports_amt_12m has 49945 (99.9%) zeros | Zeros |
Utility_amt_12m has 20688 (41.4%) zeros | Zeros |
Retail_amt_12m has 25725 (51.4%) zeros | Zeros |
Medical_amt_12m has 32314 (64.6%) zeros | Zeros |
Fuel_amt_12m has 21967 (43.9%) zeros | Zeros |
DeptStores_amt_12m has 20359 (40.7%) zeros | Zeros |
Food_amt_12m has 34180 (68.4%) zeros | Zeros |
Auto_amt_12m has 46021 (92.0%) zeros | Zeros |
ClothStores_amt_12m has 24277 (48.6%) zeros | Zeros |
MiscServices_amt_12m has 34785 (69.6%) zeros | Zeros |
HomeF_amt_12m has 47285 (94.6%) zeros | Zeros |
Electronics_amt_12m has 32112 (64.2%) zeros | Zeros |
MusicStores_amt_12m has 49307 (98.6%) zeros | Zeros |
Restaurants_amt_12m has 20254 (40.5%) zeros | Zeros |
DigitalGoods_amt_12m has 44043 (88.1%) zeros | Zeros |
Alcohol_amt_12m has 43436 (86.9%) zeros | Zeros |
Books_amt_12m has 45427 (90.9%) zeros | Zeros |
Jewelry_amt_12m has 44421 (88.8%) zeros | Zeros |
DirectM_amt_12m has 47389 (94.8%) zeros | Zeros |
Cash_amt_12m has 50000 (100.0%) zeros | Zeros |
QuasiCash_amt_12m has 49969 (99.9%) zeros | Zeros |
FS_amt_12m has 49931 (99.9%) zeros | Zeros |
RentPayments_amt_12m has 38583 (77.2%) zeros | Zeros |
WalletLoad_amt_12m has 39449 (78.9%) zeros | Zeros |
BusinessServ_amt_12m has 28973 (57.9%) zeros | Zeros |
ProfServ_amt_12m has 44022 (88.0%) zeros | Zeros |
Education_amt_12m has 41554 (83.1%) zeros | Zeros |
GovtServices_amt_12m has 36573 (73.1%) zeros | Zeros |
revolve_1m has 42442 (84.9%) zeros | Zeros |
revolve_3m has 40062 (80.1%) zeros | Zeros |
revolve_6m has 37978 (76.0%) zeros | Zeros |
util_1m has 3793 (7.6%) zeros | Zeros |
util_3m has 1946 (3.9%) zeros | Zeros |
util_6m has 1531 (3.1%) zeros | Zeros |
payment_ratio_1m has 1703 (3.4%) zeros | Zeros |
married_flag has 50000 (100.0%) zeros | Zeros |
ASSET_OWNERSHIP has 33073 (66.1%) zeros | Zeros |
avg_sa_balance_1m has 2473 (4.9%) zeros | Zeros |
avg_sa_balance_3m has 2366 (4.7%) zeros | Zeros |
avg_sa_balance_6m has 1679 (3.4%) zeros | Zeros |
avg_sa_balance_12m has 988 (2.0%) zeros | Zeros |
pctchg_curr_sa_bal_avg_sa_bal_1m has 757 (1.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-05 17:37:48.375869 |
|---|---|
| Analysis finished | 2023-04-05 17:37:50.279784 |
| Duration | 1.9 second |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
transaction_amount
Real number (ℝ)
| Distinct | 22241 |
|---|---|
| Distinct (%) | 44.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14737.97827 |
| Minimum | 2500 |
|---|---|
| Maximum | 730874.46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 2500 |
|---|---|
| 5-th percentile | 2680 |
| Q1 | 3650 |
| median | 5964.28 |
| Q3 | 14339.5625 |
| 95-th percentile | 50650 |
| Maximum | 730874.46 |
| Range | 728374.46 |
| Interquartile range (IQR) | 10689.5625 |
Descriptive statistics
| Standard deviation | 26510.12308 |
|---|---|
| Coefficient of variation (CV) | 1.79876253 |
| Kurtosis | 95.2552533 |
| Mean | 14737.97827 |
| Median Absolute Deviation (MAD) | 2964.28 |
| Skewness | 7.263113935 |
| Sum | 736898913.6 |
| Variance | 702786625.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 729 | 1.5% |
| 5000 | 707 | 1.4% |
| 3035.4 | 528 | 1.1% |
| 3000 | 511 | 1.0% |
| 4000 | 438 | 0.9% |
| 20000 | 396 | 0.8% |
| 5059 | 349 | 0.7% |
| 2500 | 332 | 0.7% |
| 2529.5 | 305 | 0.6% |
| 50000 | 260 | 0.5% |
| Other values (22231) | 45445 |
| Value | Count | Frequency (%) |
| 2500 | 332 | |
| 2500.16 | 1 | < 0.1% |
| 2500.34 | 1 | < 0.1% |
| 2501 | 2 | < 0.1% |
| 2501.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 730874.46 | 1 | |
| 700000 | 1 | |
| 677800 | 1 | |
| 670168 | 1 | |
| 544680 | 1 |
merchant_country
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 390.8 KiB |
| IN | |
|---|---|
| US | 383 |
| GB | 198 |
| AE | 130 |
| CA | 107 |
| Other values (61) | 598 |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | IN |
|---|---|
| 2nd row | IN |
| 3rd row | IN |
| 4th row | IN |
| 5th row | HK |
Common Values
| Value | Count | Frequency (%) |
| IN | 48584 | |
| US | 383 | 0.8% |
| GB | 198 | 0.4% |
| AE | 130 | 0.3% |
| CA | 107 | 0.2% |
| SG | 81 | 0.2% |
| IE | 74 | 0.1% |
| AU | 62 | 0.1% |
| NG | 45 | 0.1% |
| DE | 39 | 0.1% |
| Other values (56) | 297 | 0.6% |
target_variable
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0524 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 47380 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.222834542 |
|---|---|
| Coefficient of variation (CV) | 4.252567595 |
| Kurtosis | 14.1408011 |
| Mean | 0.0524 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.017491191 |
| Sum | 2620 |
| Variance | 0.0496552331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47380 | |
| 1 | 2620 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 47380 | |
| 1 | 2620 | 5.2% |
| Value | Count | Frequency (%) |
| 1 | 2620 | 5.2% |
| 0 | 47380 |
Merchant_category
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 390.8 KiB |
| Fuel | |
|---|---|
| Cloth stores | |
| Utility | |
| Rent Payments | |
| Dept stores | |
| Other values (26) |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Hotels |
|---|---|
| 2nd row | Fuel |
| 3rd row | Retail |
| 4th row | Retail |
| 5th row | Retail |
Common Values
| Value | Count | Frequency (%) |
| Fuel | 5588 | 11.2% |
| Cloth stores | 5242 | 10.5% |
| Utility | 4660 | 9.3% |
| Rent Payments | 4408 | 8.8% |
| Dept stores | 3881 | 7.8% |
| Retail | 3135 | 6.3% |
| Insurance | 2384 | 4.8% |
| Electronics | 2200 | 4.4% |
| Govt services | 1935 | 3.9% |
| Restaurants | 1820 | 3.6% |
| Other values (21) | 14747 |
revolve_interest_rate
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.113156 |
| Minimum | 9 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 20 |
| median | 24 |
| Q3 | 34 |
| 95-th percentile | 36 |
| Maximum | 36 |
| Range | 27 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.727472462 |
|---|---|
| Coefficient of variation (CV) | 0.3475259128 |
| Kurtosis | -1.073215156 |
| Mean | 25.113156 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.3171745023 |
| Sum | 1255657.8 |
| Variance | 76.16877558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 7326 | |
| 34 | 5481 | |
| 24 | 5100 | |
| 22 | 4677 | |
| 9 | 4020 | |
| 20 | 3810 | |
| 18 | 3205 | 6.4% |
| 30 | 3014 | 6.0% |
| 32 | 2735 | 5.5% |
| 12 | 2512 | 5.0% |
| Other values (17) | 8120 |
| Value | Count | Frequency (%) |
| 9 | 4020 | |
| 10 | 184 | 0.4% |
| 11 | 57 | 0.1% |
| 12 | 2512 | |
| 13 | 58 | 0.1% |
| Value | Count | Frequency (%) |
| 36 | 7326 | |
| 35.88 | 1504 | 3.0% |
| 35 | 54 | 0.1% |
| 34 | 5481 | |
| 33 | 594 | 1.2% |
credit_limit
Real number (ℝ)
| Distinct | 1043 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 62 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 226145.3237 |
| Minimum | 0 |
|---|---|
| Maximum | 1500000 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25000 |
| Q1 | 67000 |
| median | 138000 |
| Q3 | 300000 |
| 95-th percentile | 702000 |
| Maximum | 1500000 |
| Range | 1500000 |
| Interquartile range (IQR) | 233000 |
Descriptive statistics
| Standard deviation | 257343.3887 |
|---|---|
| Coefficient of variation (CV) | 1.137955826 |
| Kurtosis | 9.417986126 |
| Mean | 226145.3237 |
| Median Absolute Deviation (MAD) | 87000 |
| Skewness | 2.78742799 |
| Sum | 1.129324518 × 1010 |
| Variance | 6.622561968 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25000 | 2508 | 5.0% |
| 100000 | 1751 | 3.5% |
| 400000 | 1401 | 2.8% |
| 500000 | 1370 | 2.7% |
| 300000 | 1177 | 2.4% |
| 65000 | 1022 | 2.0% |
| 450000 | 1005 | 2.0% |
| 40000 | 824 | 1.6% |
| 150000 | 759 | 1.5% |
| 1500000 | 732 | 1.5% |
| Other values (1033) | 37389 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 25000 | 2508 | |
| 26000 | 114 | 0.2% |
| 27000 | 146 | 0.3% |
| 28000 | 163 | 0.3% |
| Value | Count | Frequency (%) |
| 1500000 | 732 | |
| 1495000 | 1 | < 0.1% |
| 1494000 | 3 | < 0.1% |
| 1486000 | 1 | < 0.1% |
| 1479000 | 1 | < 0.1% |
Agri_1m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
Contract_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00558 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 49798 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1063442043 |
|---|---|
| Coefficient of variation (CV) | 19.05810112 |
| Kurtosis | 2680.81846 |
| Mean | 0.00558 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.91046285 |
| Sum | 279 |
| Variance | 0.01130908978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49798 | |
| 1 | 153 | 0.3% |
| 2 | 31 | 0.1% |
| 3 | 16 | < 0.1% |
| 11 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49798 | |
| 1 | 153 | 0.3% |
| 2 | 31 | 0.1% |
| 3 | 16 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 3 | 16 | < 0.1% |
| 2 | 31 | 0.1% |
| 1 | 153 |
Airline_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09704 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 47940 |
| Zeros (%) | 95.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8630168795 |
|---|---|
| Coefficient of variation (CV) | 8.893413845 |
| Kurtosis | 607.7491246 |
| Mean | 0.09704 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.70080878 |
| Sum | 4852 |
| Variance | 0.7447981344 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47940 | |
| 1 | 1172 | 2.3% |
| 2 | 482 | 1.0% |
| 3 | 142 | 0.3% |
| 4 | 84 | 0.2% |
| 5 | 55 | 0.1% |
| 8 | 28 | 0.1% |
| 6 | 16 | < 0.1% |
| 10 | 16 | < 0.1% |
| 28 | 14 | < 0.1% |
| Other values (8) | 51 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47940 | |
| 1 | 1172 | 2.3% |
| 2 | 482 | 1.0% |
| 3 | 142 | 0.3% |
| 4 | 84 | 0.2% |
| Value | Count | Frequency (%) |
| 28 | 14 | |
| 27 | 12 | |
| 19 | 8 | |
| 18 | 4 | < 0.1% |
| 15 | 4 | < 0.1% |
transport_1m
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.48938 |
| Minimum | 0 |
|---|---|
| Maximum | 93 |
| Zeros | 42622 |
| Zeros (%) | 85.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 93 |
| Range | 93 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.965235753 |
|---|---|
| Coefficient of variation (CV) | 6.059168238 |
| Kurtosis | 526.7675517 |
| Mean | 0.48938 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.45658534 |
| Sum | 24469 |
| Variance | 8.792623068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42622 | |
| 1 | 3938 | 7.9% |
| 2 | 1401 | 2.8% |
| 3 | 629 | 1.3% |
| 4 | 328 | 0.7% |
| 5 | 191 | 0.4% |
| 6 | 153 | 0.3% |
| 7 | 95 | 0.2% |
| 8 | 80 | 0.2% |
| 9 | 69 | 0.1% |
| Other values (35) | 494 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 42622 | |
| 1 | 3938 | 7.9% |
| 2 | 1401 | 2.8% |
| 3 | 629 | 1.3% |
| 4 | 328 | 0.7% |
| Value | Count | Frequency (%) |
| 93 | 25 | |
| 79 | 1 | < 0.1% |
| 62 | 4 | < 0.1% |
| 56 | 2 | < 0.1% |
| 48 | 1 | < 0.1% |
Insurance_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2595 |
| Minimum | 0 |
|---|---|
| Maximum | 108 |
| Zeros | 43650 |
| Zeros (%) | 87.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 108 |
| Range | 108 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.647790659 |
|---|---|
| Coefficient of variation (CV) | 6.349867663 |
| Kurtosis | 1961.001728 |
| Mean | 0.2595 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 35.09705685 |
| Sum | 12975 |
| Variance | 2.715214054 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43650 | |
| 1 | 4242 | 8.5% |
| 2 | 1194 | 2.4% |
| 3 | 358 | 0.7% |
| 4 | 156 | 0.3% |
| 5 | 78 | 0.2% |
| 9 | 67 | 0.1% |
| 6 | 62 | 0.1% |
| 7 | 48 | 0.1% |
| 8 | 22 | < 0.1% |
| Other values (17) | 123 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 43650 | |
| 1 | 4242 | 8.5% |
| 2 | 1194 | 2.4% |
| 3 | 358 | 0.7% |
| 4 | 156 | 0.3% |
| Value | Count | Frequency (%) |
| 108 | 5 | |
| 42 | 9 | |
| 36 | 7 | |
| 31 | 3 | < 0.1% |
| 25 | 2 | < 0.1% |
Hotels_1m
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3045 |
| Minimum | 0 |
|---|---|
| Maximum | 33 |
| Zeros | 42350 |
| Zeros (%) | 84.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.036436797 |
|---|---|
| Coefficient of variation (CV) | 3.403733323 |
| Kurtosis | 157.6047939 |
| Mean | 0.3045 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.557458357 |
| Sum | 15225 |
| Variance | 1.074201234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42350 | |
| 1 | 4329 | 8.7% |
| 2 | 1706 | 3.4% |
| 3 | 714 | 1.4% |
| 4 | 335 | 0.7% |
| 5 | 203 | 0.4% |
| 6 | 128 | 0.3% |
| 7 | 87 | 0.2% |
| 8 | 47 | 0.1% |
| 9 | 43 | 0.1% |
| Other values (8) | 58 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 42350 | |
| 1 | 4329 | 8.7% |
| 2 | 1706 | 3.4% |
| 3 | 714 | 1.4% |
| 4 | 335 | 0.7% |
| Value | Count | Frequency (%) |
| 33 | 6 | |
| 17 | 8 | |
| 15 | 7 | |
| 14 | 2 | < 0.1% |
| 13 | 3 | < 0.1% |
Railways_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35474 |
| Minimum | 0 |
|---|---|
| Maximum | 80 |
| Zeros | 43568 |
| Zeros (%) | 87.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.117892642 |
|---|---|
| Coefficient of variation (CV) | 5.970267356 |
| Kurtosis | 842.0651933 |
| Mean | 0.35474 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.6112462 |
| Sum | 17737 |
| Variance | 4.485469242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43568 | |
| 1 | 3065 | 6.1% |
| 2 | 1596 | 3.2% |
| 3 | 627 | 1.3% |
| 4 | 421 | 0.8% |
| 5 | 181 | 0.4% |
| 6 | 102 | 0.2% |
| 8 | 85 | 0.2% |
| 7 | 77 | 0.2% |
| 9 | 54 | 0.1% |
| Other values (15) | 224 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 43568 | |
| 1 | 3065 | 6.1% |
| 2 | 1596 | 3.2% |
| 3 | 627 | 1.3% |
| 4 | 421 | 0.8% |
| Value | Count | Frequency (%) |
| 80 | 20 | |
| 43 | 2 | < 0.1% |
| 41 | 8 | < 0.1% |
| 35 | 5 | < 0.1% |
| 27 | 2 | < 0.1% |
Airports_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00068 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 49969 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03032418162 |
|---|---|
| Coefficient of variation (CV) | 44.59438474 |
| Kurtosis | 6756.463545 |
| Mean | 0.00068 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 67.35704306 |
| Sum | 34 |
| Variance | 0.0009195559911 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 1 | 30 | 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 1 | 30 | 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 1 | 30 | 0.1% |
| 0 | 49969 |
Utility_1m
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.45542 |
| Minimum | 0 |
|---|---|
| Maximum | 187 |
| Zeros | 29041 |
| Zeros (%) | 58.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 187 |
| Range | 187 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 5.960684794 |
|---|---|
| Coefficient of variation (CV) | 4.095508372 |
| Kurtosis | 502.2070453 |
| Mean | 1.45542 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.60222597 |
| Sum | 72771 |
| Variance | 35.52976322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29041 | |
| 1 | 8733 | 17.5% |
| 2 | 4589 | 9.2% |
| 3 | 2605 | 5.2% |
| 4 | 1465 | 2.9% |
| 5 | 1017 | 2.0% |
| 6 | 727 | 1.5% |
| 7 | 425 | 0.9% |
| 8 | 282 | 0.6% |
| 9 | 177 | 0.4% |
| Other values (37) | 939 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 29041 | |
| 1 | 8733 | 17.5% |
| 2 | 4589 | 9.2% |
| 3 | 2605 | 5.2% |
| 4 | 1465 | 2.9% |
| Value | Count | Frequency (%) |
| 187 | 19 | |
| 125 | 34 | |
| 115 | 1 | < 0.1% |
| 110 | 4 | < 0.1% |
| 64 | 11 | < 0.1% |
Retail_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83748 |
| Minimum | 0 |
|---|---|
| Maximum | 336 |
| Zeros | 33810 |
| Zeros (%) | 67.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 336 |
| Range | 336 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.120777459 |
|---|---|
| Coefficient of variation (CV) | 4.920448797 |
| Kurtosis | 2737.456052 |
| Mean | 0.83748 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.86004666 |
| Sum | 41874 |
| Variance | 16.98080687 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33810 | |
| 1 | 8416 | 16.8% |
| 2 | 3575 | 7.1% |
| 3 | 1745 | 3.5% |
| 4 | 898 | 1.8% |
| 5 | 462 | 0.9% |
| 6 | 297 | 0.6% |
| 7 | 175 | 0.4% |
| 8 | 102 | 0.2% |
| 10 | 88 | 0.2% |
| Other values (32) | 432 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 33810 | |
| 1 | 8416 | 16.8% |
| 2 | 3575 | 7.1% |
| 3 | 1745 | 3.5% |
| 4 | 898 | 1.8% |
| Value | Count | Frequency (%) |
| 336 | 2 | < 0.1% |
| 253 | 2 | < 0.1% |
| 191 | 3 | |
| 139 | 5 | |
| 78 | 3 |
Medical_1m
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58122 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 38877 |
| Zeros (%) | 77.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.732588627 |
|---|---|
| Coefficient of variation (CV) | 2.980951493 |
| Kurtosis | 83.1243986 |
| Mean | 0.58122 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.976751922 |
| Sum | 29061 |
| Variance | 3.001863349 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38877 | |
| 1 | 5076 | 10.2% |
| 2 | 2424 | 4.8% |
| 3 | 1355 | 2.7% |
| 4 | 771 | 1.5% |
| 5 | 471 | 0.9% |
| 6 | 280 | 0.6% |
| 7 | 224 | 0.4% |
| 8 | 140 | 0.3% |
| 9 | 87 | 0.2% |
| Other values (20) | 295 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 38877 | |
| 1 | 5076 | 10.2% |
| 2 | 2424 | 4.8% |
| 3 | 1355 | 2.7% |
| 4 | 771 | 1.5% |
| Value | Count | Frequency (%) |
| 48 | 1 | < 0.1% |
| 35 | 5 | |
| 32 | 4 | |
| 30 | 4 | |
| 27 | 6 |
Fuel_1m
Real number (ℝ)
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4189 |
| Minimum | 0 |
|---|---|
| Maximum | 78 |
| Zeros | 27687 |
| Zeros (%) | 55.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 78 |
| Range | 78 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.652531528 |
|---|---|
| Coefficient of variation (CV) | 1.869428098 |
| Kurtosis | 49.33397331 |
| Mean | 1.4189 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.782184887 |
| Sum | 70945 |
| Variance | 7.035923508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27687 | |
| 1 | 7339 | 14.7% |
| 2 | 5001 | 10.0% |
| 3 | 3279 | 6.6% |
| 4 | 2253 | 4.5% |
| 5 | 1395 | 2.8% |
| 6 | 872 | 1.7% |
| 7 | 660 | 1.3% |
| 8 | 390 | 0.8% |
| 9 | 249 | 0.5% |
| Other values (27) | 875 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 27687 | |
| 1 | 7339 | 14.7% |
| 2 | 5001 | 10.0% |
| 3 | 3279 | 6.6% |
| 4 | 2253 | 4.5% |
| Value | Count | Frequency (%) |
| 78 | 1 | < 0.1% |
| 45 | 7 | |
| 39 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| 35 | 15 |
DeptStores_1m
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.49474 |
| Minimum | 0 |
|---|---|
| Maximum | 73 |
| Zeros | 27906 |
| Zeros (%) | 55.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 73 |
| Range | 73 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.276081041 |
|---|---|
| Coefficient of variation (CV) | 2.191739728 |
| Kurtosis | 62.29091797 |
| Mean | 1.49474 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.883793824 |
| Sum | 74737 |
| Variance | 10.73270699 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27906 | |
| 1 | 8640 | 17.3% |
| 2 | 4540 | 9.1% |
| 3 | 2647 | 5.3% |
| 4 | 1744 | 3.5% |
| 5 | 1056 | 2.1% |
| 6 | 774 | 1.5% |
| 7 | 545 | 1.1% |
| 8 | 438 | 0.9% |
| 9 | 319 | 0.6% |
| Other values (39) | 1391 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 27906 | |
| 1 | 8640 | 17.3% |
| 2 | 4540 | 9.1% |
| 3 | 2647 | 5.3% |
| 4 | 1744 | 3.5% |
| Value | Count | Frequency (%) |
| 73 | 3 | |
| 64 | 5 | |
| 57 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 48 | 5 |
Food_1m
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.36458 |
| Minimum | 0 |
|---|---|
| Maximum | 37 |
| Zeros | 40586 |
| Zeros (%) | 81.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 37 |
| Range | 37 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.139143264 |
|---|---|
| Coefficient of variation (CV) | 3.124535806 |
| Kurtosis | 176.9498114 |
| Mean | 0.36458 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.087545062 |
| Sum | 18229 |
| Variance | 1.297647377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40586 | |
| 1 | 5568 | 11.1% |
| 2 | 1959 | 3.9% |
| 3 | 833 | 1.7% |
| 4 | 424 | 0.8% |
| 5 | 239 | 0.5% |
| 6 | 153 | 0.3% |
| 8 | 73 | 0.1% |
| 7 | 69 | 0.1% |
| 9 | 27 | 0.1% |
| Other values (13) | 69 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 40586 | |
| 1 | 5568 | 11.1% |
| 2 | 1959 | 3.9% |
| 3 | 833 | 1.7% |
| 4 | 424 | 0.8% |
| Value | Count | Frequency (%) |
| 37 | 5 | |
| 31 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 23 | 6 | |
| 22 | 2 | < 0.1% |
Auto_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07724 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 47966 |
| Zeros (%) | 95.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8945445694 |
|---|---|
| Coefficient of variation (CV) | 11.58136418 |
| Kurtosis | 1157.133416 |
| Mean | 0.07724 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.78082838 |
| Sum | 3862 |
| Variance | 0.8002099866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47966 | |
| 1 | 1633 | 3.3% |
| 2 | 236 | 0.5% |
| 3 | 50 | 0.1% |
| 22 | 40 | 0.1% |
| 4 | 35 | 0.1% |
| 6 | 11 | < 0.1% |
| 42 | 9 | < 0.1% |
| 9 | 8 | < 0.1% |
| 5 | 8 | < 0.1% |
| Other values (2) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47966 | |
| 1 | 1633 | 3.3% |
| 2 | 236 | 0.5% |
| 3 | 50 | 0.1% |
| 4 | 35 | 0.1% |
| Value | Count | Frequency (%) |
| 42 | 9 | < 0.1% |
| 22 | 40 | |
| 9 | 8 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
ClothStores_1m
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.89906 |
| Minimum | 0 |
|---|---|
| Maximum | 35 |
| Zeros | 31985 |
| Zeros (%) | 64.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.932859497 |
|---|---|
| Coefficient of variation (CV) | 2.14986708 |
| Kurtosis | 52.02206417 |
| Mean | 0.89906 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.301012622 |
| Sum | 44953 |
| Variance | 3.735945835 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31985 | |
| 1 | 8084 | 16.2% |
| 2 | 4227 | 8.5% |
| 3 | 2202 | 4.4% |
| 4 | 1311 | 2.6% |
| 5 | 782 | 1.6% |
| 6 | 432 | 0.9% |
| 7 | 241 | 0.5% |
| 8 | 222 | 0.4% |
| 9 | 141 | 0.3% |
| Other values (17) | 373 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 31985 | |
| 1 | 8084 | 16.2% |
| 2 | 4227 | 8.5% |
| 3 | 2202 | 4.4% |
| 4 | 1311 | 2.6% |
| Value | Count | Frequency (%) |
| 35 | 9 | |
| 32 | 4 | < 0.1% |
| 29 | 5 | |
| 28 | 5 | |
| 25 | 11 |
MiscServices_1m
Real number (ℝ)
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3543 |
| Minimum | 0 |
|---|---|
| Maximum | 54 |
| Zeros | 41405 |
| Zeros (%) | 82.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 54 |
| Range | 54 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.562056436 |
|---|---|
| Coefficient of variation (CV) | 4.408852488 |
| Kurtosis | 422.4997249 |
| Mean | 0.3543 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.38863338 |
| Sum | 17715 |
| Variance | 2.44002031 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41405 | |
| 1 | 5515 | 11.0% |
| 2 | 1640 | 3.3% |
| 3 | 534 | 1.1% |
| 4 | 284 | 0.6% |
| 5 | 193 | 0.4% |
| 6 | 108 | 0.2% |
| 7 | 59 | 0.1% |
| 8 | 46 | 0.1% |
| 12 | 31 | 0.1% |
| Other values (24) | 185 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 41405 | |
| 1 | 5515 | 11.0% |
| 2 | 1640 | 3.3% |
| 3 | 534 | 1.1% |
| 4 | 284 | 0.6% |
| Value | Count | Frequency (%) |
| 54 | 10 | |
| 47 | 1 | < 0.1% |
| 43 | 3 | < 0.1% |
| 41 | 1 | < 0.1% |
| 39 | 3 | < 0.1% |
HomeF_1m
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0355 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 48659 |
| Zeros (%) | 97.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2483565655 |
|---|---|
| Coefficient of variation (CV) | 6.995959591 |
| Kurtosis | 156.4066711 |
| Mean | 0.0355 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.44828341 |
| Sum | 1775 |
| Variance | 0.06168098362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 48659 | |
| 1 | 1056 | 2.1% |
| 2 | 203 | 0.4% |
| 3 | 39 | 0.1% |
| 4 | 27 | 0.1% |
| 5 | 12 | < 0.1% |
| 7 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 48659 | |
| 1 | 1056 | 2.1% |
| 2 | 203 | 0.4% |
| 3 | 39 | 0.1% |
| 4 | 27 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 4 | < 0.1% |
| 5 | 12 | < 0.1% |
| 4 | 27 | 0.1% |
| 3 | 39 | 0.1% |
| 2 | 203 |
Electronics_1m
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51764 |
| Minimum | 0 |
|---|---|
| Maximum | 87 |
| Zeros | 38735 |
| Zeros (%) | 77.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.762348135 |
|---|---|
| Coefficient of variation (CV) | 3.404582595 |
| Kurtosis | 420.0657876 |
| Mean | 0.51764 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.41010391 |
| Sum | 25882 |
| Variance | 3.105870948 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38735 | |
| 1 | 6189 | 12.4% |
| 2 | 2276 | 4.6% |
| 3 | 1023 | 2.0% |
| 4 | 587 | 1.2% |
| 5 | 399 | 0.8% |
| 6 | 238 | 0.5% |
| 7 | 188 | 0.4% |
| 8 | 93 | 0.2% |
| 9 | 60 | 0.1% |
| Other values (20) | 212 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 38735 | |
| 1 | 6189 | 12.4% |
| 2 | 2276 | 4.6% |
| 3 | 1023 | 2.0% |
| 4 | 587 | 1.2% |
| Value | Count | Frequency (%) |
| 87 | 2 | < 0.1% |
| 56 | 1 | < 0.1% |
| 46 | 13 | |
| 34 | 9 | |
| 30 | 9 |
MusicStores_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01558 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 49582 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3019587508 |
|---|---|
| Coefficient of variation (CV) | 19.38117784 |
| Kurtosis | 4085.538385 |
| Mean | 0.01558 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 55.36205687 |
| Sum | 779 |
| Variance | 0.09117908718 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49582 | |
| 1 | 289 | 0.6% |
| 2 | 70 | 0.1% |
| 3 | 21 | < 0.1% |
| 4 | 17 | < 0.1% |
| 5 | 9 | < 0.1% |
| 24 | 5 | < 0.1% |
| 6 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49582 | |
| 1 | 289 | 0.6% |
| 2 | 70 | 0.1% |
| 3 | 21 | < 0.1% |
| 4 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 24 | 5 | |
| 10 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 9 |
Restaurants_1m
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.89406 |
| Minimum | 0 |
|---|---|
| Maximum | 96 |
| Zeros | 27910 |
| Zeros (%) | 55.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 9 |
| Maximum | 96 |
| Range | 96 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 4.315577505 |
|---|---|
| Coefficient of variation (CV) | 2.278479829 |
| Kurtosis | 70.16146989 |
| Mean | 1.89406 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.135574759 |
| Sum | 94703 |
| Variance | 18.6242092 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27910 | |
| 1 | 7334 | 14.7% |
| 2 | 3998 | 8.0% |
| 3 | 2721 | 5.4% |
| 4 | 1816 | 3.6% |
| 5 | 1351 | 2.7% |
| 6 | 939 | 1.9% |
| 7 | 716 | 1.4% |
| 8 | 524 | 1.0% |
| 10 | 433 | 0.9% |
| Other values (48) | 2258 | 4.5% |
| Value | Count | Frequency (%) |
| 0 | 27910 | |
| 1 | 7334 | 14.7% |
| 2 | 3998 | 8.0% |
| 3 | 2721 | 5.4% |
| 4 | 1816 | 3.6% |
| Value | Count | Frequency (%) |
| 96 | 7 | |
| 79 | 3 | |
| 74 | 1 | < 0.1% |
| 72 | 5 | |
| 65 | 1 | < 0.1% |
DigitalGoods_1m
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.21066 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 46387 |
| Zeros (%) | 92.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.675547228 |
|---|---|
| Coefficient of variation (CV) | 7.953798671 |
| Kurtosis | 478.5131011 |
| Mean | 0.21066 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.18152645 |
| Sum | 10533 |
| Variance | 2.807458514 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46387 | |
| 1 | 2193 | 4.4% |
| 2 | 622 | 1.2% |
| 3 | 199 | 0.4% |
| 4 | 128 | 0.3% |
| 5 | 101 | 0.2% |
| 6 | 54 | 0.1% |
| 7 | 51 | 0.1% |
| 9 | 34 | 0.1% |
| 10 | 33 | 0.1% |
| Other values (21) | 198 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 46387 | |
| 1 | 2193 | 4.4% |
| 2 | 622 | 1.2% |
| 3 | 199 | 0.4% |
| 4 | 128 | 0.3% |
| Value | Count | Frequency (%) |
| 60 | 2 | < 0.1% |
| 57 | 7 | < 0.1% |
| 45 | 1 | < 0.1% |
| 39 | 26 | |
| 34 | 8 | < 0.1% |
Alcohol_1m
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15902 |
| Minimum | 0 |
|---|---|
| Maximum | 46 |
| Zeros | 46220 |
| Zeros (%) | 92.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 46 |
| Range | 46 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.861897614 |
|---|---|
| Coefficient of variation (CV) | 5.420057942 |
| Kurtosis | 598.9823221 |
| Mean | 0.15902 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.80135382 |
| Sum | 7951 |
| Variance | 0.7428674969 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46220 | |
| 1 | 2162 | 4.3% |
| 2 | 783 | 1.6% |
| 3 | 312 | 0.6% |
| 4 | 198 | 0.4% |
| 5 | 114 | 0.2% |
| 6 | 76 | 0.2% |
| 7 | 39 | 0.1% |
| 8 | 20 | < 0.1% |
| 10 | 15 | < 0.1% |
| Other values (14) | 61 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 46220 | |
| 1 | 2162 | 4.3% |
| 2 | 783 | 1.6% |
| 3 | 312 | 0.6% |
| 4 | 198 | 0.4% |
| Value | Count | Frequency (%) |
| 46 | 3 | |
| 29 | 1 | < 0.1% |
| 24 | 2 | |
| 20 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
Books_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0702 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 47598 |
| Zeros (%) | 95.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4855478093 |
|---|---|
| Coefficient of variation (CV) | 6.91663546 |
| Kurtosis | 961.3418814 |
| Mean | 0.0702 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.29408508 |
| Sum | 3510 |
| Variance | 0.2357566751 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47598 | |
| 1 | 1887 | 3.8% |
| 2 | 331 | 0.7% |
| 3 | 79 | 0.2% |
| 4 | 58 | 0.1% |
| 5 | 13 | < 0.1% |
| 6 | 12 | < 0.1% |
| 24 | 6 | < 0.1% |
| 17 | 6 | < 0.1% |
| 13 | 5 | < 0.1% |
| Other values (2) | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47598 | |
| 1 | 1887 | 3.8% |
| 2 | 331 | 0.7% |
| 3 | 79 | 0.2% |
| 4 | 58 | 0.1% |
| Value | Count | Frequency (%) |
| 24 | 6 | |
| 17 | 6 | |
| 13 | 5 | |
| 10 | 2 | < 0.1% |
| 8 | 3 |
Jewelry_1m
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06568 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 47539 |
| Zeros (%) | 95.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3374735773 |
|---|---|
| Coefficient of variation (CV) | 5.138148253 |
| Kurtosis | 246.9610492 |
| Mean | 0.06568 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.938496392 |
| Sum | 3284 |
| Variance | 0.1138884154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47539 | |
| 1 | 1868 | 3.7% |
| 2 | 443 | 0.9% |
| 3 | 110 | 0.2% |
| 4 | 28 | 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 16 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47539 | |
| 1 | 1868 | 3.7% |
| 2 | 443 | 0.9% |
| 3 | 110 | 0.2% |
| 4 | 28 | 0.1% |
| Value | Count | Frequency (%) |
| 16 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 6 | < 0.1% |
| 4 | 28 |
DirectM_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03162 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 48713 |
| Zeros (%) | 97.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2486391201 |
|---|---|
| Coefficient of variation (CV) | 7.863349781 |
| Kurtosis | 830.2001144 |
| Mean | 0.03162 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.70773763 |
| Sum | 1581 |
| Variance | 0.06182141203 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 48713 | |
| 1 | 1139 | 2.3% |
| 2 | 98 | 0.2% |
| 3 | 18 | < 0.1% |
| 4 | 15 | < 0.1% |
| 5 | 8 | < 0.1% |
| 8 | 5 | < 0.1% |
| 12 | 3 | < 0.1% |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 48713 | |
| 1 | 1139 | 2.3% |
| 2 | 98 | 0.2% |
| 3 | 18 | < 0.1% |
| 4 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 12 | 3 | < 0.1% |
| 8 | 5 | < 0.1% |
| 5 | 8 | |
| 4 | 15 |
Cash_1m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
QuasiCash_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00052 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 49979 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0282797736 |
|---|---|
| Coefficient of variation (CV) | 54.38418 |
| Kurtosis | 6121.55337 |
| Mean | 0.00052 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 70.69349454 |
| Sum | 26 |
| Variance | 0.0007997455949 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49979 | |
| 1 | 18 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49979 | |
| 1 | 18 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 1 | 18 | < 0.1% |
| 0 | 49979 |
FS_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00058 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 49971 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02407644479 |
|---|---|
| Coefficient of variation (CV) | 41.5111117 |
| Kurtosis | 1719.310558 |
| Mean | 0.00058 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 41.48785106 |
| Sum | 29 |
| Variance | 0.0005796751935 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49971 | |
| 1 | 29 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49971 | |
| 1 | 29 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29 | 0.1% |
| 0 | 49971 |
RentPayments_1m
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22996 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 41830 |
| Zeros (%) | 83.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5617514661 |
|---|---|
| Coefficient of variation (CV) | 2.442822518 |
| Kurtosis | 5.363768354 |
| Mean | 0.22996 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.45732873 |
| Sum | 11498 |
| Variance | 0.3155647097 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41830 | |
| 1 | 4945 | 9.9% |
| 2 | 3151 | 6.3% |
| 3 | 47 | 0.1% |
| 4 | 25 | 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 41830 | |
| 1 | 4945 | 9.9% |
| 2 | 3151 | 6.3% |
| 3 | 47 | 0.1% |
| 4 | 25 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 4 | 25 | 0.1% |
| 3 | 47 | 0.1% |
| 2 | 3151 | |
| 1 | 4945 |
WalletLoad_1m
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40908 |
| Minimum | 0 |
|---|---|
| Maximum | 86 |
| Zeros | 43000 |
| Zeros (%) | 86.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 86 |
| Range | 86 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.841119591 |
|---|---|
| Coefficient of variation (CV) | 4.500634572 |
| Kurtosis | 415.6964358 |
| Mean | 0.40908 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.618551 |
| Sum | 20454 |
| Variance | 3.389721348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43000 | |
| 1 | 3260 | 6.5% |
| 2 | 1427 | 2.9% |
| 3 | 771 | 1.5% |
| 4 | 421 | 0.8% |
| 5 | 318 | 0.6% |
| 6 | 197 | 0.4% |
| 7 | 131 | 0.3% |
| 8 | 100 | 0.2% |
| 11 | 70 | 0.1% |
| Other values (32) | 305 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 43000 | |
| 1 | 3260 | 6.5% |
| 2 | 1427 | 2.9% |
| 3 | 771 | 1.5% |
| 4 | 421 | 0.8% |
| Value | Count | Frequency (%) |
| 86 | 2 | |
| 73 | 1 | |
| 67 | 1 | |
| 63 | 2 | |
| 56 | 1 |
BusinessServ_1m
Real number (ℝ)
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.60752 |
| Minimum | 0 |
|---|---|
| Maximum | 89 |
| Zeros | 36948 |
| Zeros (%) | 73.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.407229807 |
|---|---|
| Coefficient of variation (CV) | 3.962387752 |
| Kurtosis | 392.7975466 |
| Mean | 0.60752 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.14891128 |
| Sum | 30376 |
| Variance | 5.794755345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36948 | |
| 1 | 7457 | 14.9% |
| 2 | 2855 | 5.7% |
| 3 | 1159 | 2.3% |
| 4 | 572 | 1.1% |
| 5 | 279 | 0.6% |
| 6 | 180 | 0.4% |
| 7 | 112 | 0.2% |
| 8 | 82 | 0.2% |
| 9 | 49 | 0.1% |
| Other values (27) | 307 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 36948 | |
| 1 | 7457 | 14.9% |
| 2 | 2855 | 5.7% |
| 3 | 1159 | 2.3% |
| 4 | 572 | 1.1% |
| Value | Count | Frequency (%) |
| 89 | 5 | < 0.1% |
| 74 | 4 | < 0.1% |
| 52 | 11 | |
| 48 | 14 | |
| 39 | 16 |
ProfServ_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10514 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 47143 |
| Zeros (%) | 94.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9035606835 |
|---|---|
| Coefficient of variation (CV) | 8.593881335 |
| Kurtosis | 1026.527155 |
| Mean | 0.10514 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 27.49568756 |
| Sum | 5257 |
| Variance | 0.8164219088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47143 | |
| 1 | 2109 | 4.2% |
| 2 | 476 | 1.0% |
| 3 | 101 | 0.2% |
| 4 | 53 | 0.1% |
| 20 | 34 | 0.1% |
| 5 | 15 | < 0.1% |
| 8 | 15 | < 0.1% |
| 6 | 11 | < 0.1% |
| 42 | 9 | < 0.1% |
| Other values (9) | 34 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47143 | |
| 1 | 2109 | 4.2% |
| 2 | 476 | 1.0% |
| 3 | 101 | 0.2% |
| 4 | 53 | 0.1% |
| Value | Count | Frequency (%) |
| 42 | 9 | < 0.1% |
| 29 | 1 | < 0.1% |
| 20 | 34 | |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
Education_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.20048 |
| Minimum | 0 |
|---|---|
| Maximum | 62 |
| Zeros | 44712 |
| Zeros (%) | 89.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 62 |
| Range | 62 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.332502638 |
|---|---|
| Coefficient of variation (CV) | 6.646561444 |
| Kurtosis | 1188.321691 |
| Mean | 0.20048 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.11196446 |
| Sum | 10024 |
| Variance | 1.775563281 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44712 | |
| 1 | 3569 | 7.1% |
| 2 | 1099 | 2.2% |
| 3 | 266 | 0.5% |
| 4 | 128 | 0.3% |
| 5 | 61 | 0.1% |
| 7 | 27 | 0.1% |
| 23 | 26 | 0.1% |
| 6 | 24 | < 0.1% |
| 8 | 17 | < 0.1% |
| Other values (12) | 71 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 44712 | |
| 1 | 3569 | 7.1% |
| 2 | 1099 | 2.2% |
| 3 | 266 | 0.5% |
| 4 | 128 | 0.3% |
| Value | Count | Frequency (%) |
| 62 | 12 | |
| 27 | 7 | < 0.1% |
| 23 | 26 | |
| 20 | 3 | < 0.1% |
| 19 | 5 | < 0.1% |
GovtServices_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.60268 |
| Minimum | 0 |
|---|---|
| Maximum | 388 |
| Zeros | 41869 |
| Zeros (%) | 83.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 388 |
| Range | 388 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.196283245 |
|---|---|
| Coefficient of variation (CV) | 11.9404713 |
| Kurtosis | 1502.741409 |
| Mean | 0.60268 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 35.99012688 |
| Sum | 30134 |
| Variance | 51.78649255 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41869 | |
| 1 | 4228 | 8.5% |
| 2 | 1753 | 3.5% |
| 3 | 765 | 1.5% |
| 4 | 478 | 1.0% |
| 5 | 262 | 0.5% |
| 6 | 127 | 0.3% |
| 7 | 121 | 0.2% |
| 9 | 49 | 0.1% |
| 8 | 47 | 0.1% |
| Other values (22) | 301 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 41869 | |
| 1 | 4228 | 8.5% |
| 2 | 1753 | 3.5% |
| 3 | 765 | 1.5% |
| 4 | 478 | 1.0% |
| Value | Count | Frequency (%) |
| 388 | 6 | < 0.1% |
| 212 | 33 | |
| 128 | 2 | < 0.1% |
| 66 | 5 | < 0.1% |
| 63 | 10 | < 0.1% |
Agri_amt_1m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
Contract_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 111 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.435134 |
| Minimum | 0 |
|---|---|
| Maximum | 440000 |
| Zeros | 49798 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 440000 |
| Range | 440000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4112.885925 |
|---|---|
| Coefficient of variation (CV) | 36.58007759 |
| Kurtosis | 5464.972954 |
| Mean | 112.435134 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 64.54806412 |
| Sum | 5621756.7 |
| Variance | 16915830.63 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49798 | |
| 1155 | 6 | < 0.1% |
| 199 | 6 | < 0.1% |
| 100000 | 5 | < 0.1% |
| 5000 | 5 | < 0.1% |
| 409 | 4 | < 0.1% |
| 82620 | 4 | < 0.1% |
| 4000 | 4 | < 0.1% |
| 8084 | 4 | < 0.1% |
| 80000 | 4 | < 0.1% |
| Other values (101) | 160 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 49798 | |
| 100 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 160 | 1 | < 0.1% |
| 177 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 440000 | 1 | |
| 400000 | 1 | |
| 300000 | 1 | |
| 240200 | 1 | |
| 149000 | 1 |
Airline_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 828 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1940.360609 |
| Minimum | 0 |
|---|---|
| Maximum | 1126000 |
| Zeros | 47940 |
| Zeros (%) | 95.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1126000 |
| Range | 1126000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 22353.52351 |
|---|---|
| Coefficient of variation (CV) | 11.5202934 |
| Kurtosis | 791.933801 |
| Mean | 1940.360609 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.81293327 |
| Sum | 97018030.43 |
| Variance | 499680013.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47940 | |
| 200 | 38 | 0.1% |
| 150 | 36 | 0.1% |
| 170811 | 33 | 0.1% |
| 250 | 30 | 0.1% |
| 300 | 22 | < 0.1% |
| 450 | 22 | < 0.1% |
| 180561 | 20 | < 0.1% |
| 1000 | 18 | < 0.1% |
| 1900 | 16 | < 0.1% |
| Other values (818) | 1825 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 47940 | |
| 50 | 2 | < 0.1% |
| 99 | 3 | < 0.1% |
| 100 | 14 | < 0.1% |
| 150 | 36 | 0.1% |
| Value | Count | Frequency (%) |
| 1126000 | 2 | < 0.1% |
| 951246 | 2 | < 0.1% |
| 795029.67 | 8 | |
| 763930 | 1 | < 0.1% |
| 579881 | 2 | < 0.1% |
transport_amt_1m
Real number (ℝ)
| Distinct | 3598 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2854.610835 |
| Minimum | 0 |
|---|---|
| Maximum | 1019060 |
| Zeros | 42622 |
| Zeros (%) | 85.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9149.98 |
| Maximum | 1019060 |
| Range | 1019060 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 22211.82309 |
|---|---|
| Coefficient of variation (CV) | 7.781033693 |
| Kurtosis | 477.8016997 |
| Mean | 2854.610835 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.87638663 |
| Sum | 142730541.8 |
| Variance | 493365085 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42622 | |
| 2 | 129 | 0.3% |
| 1000 | 99 | 0.2% |
| 500 | 58 | 0.1% |
| 2000 | 52 | 0.1% |
| 1 | 40 | 0.1% |
| 1500 | 34 | 0.1% |
| 200 | 32 | 0.1% |
| 3000 | 29 | 0.1% |
| 100 | 28 | 0.1% |
| Other values (3588) | 6877 | 13.8% |
| Value | Count | Frequency (%) |
| 0 | 42622 | |
| 1 | 40 | 0.1% |
| 2 | 129 | 0.3% |
| 2.8 | 1 | < 0.1% |
| 3 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 1019060 | 1 | < 0.1% |
| 621273.75 | 25 | |
| 554867.5 | 1 | < 0.1% |
| 485167.3 | 5 | < 0.1% |
| 469000 | 1 | < 0.1% |
Insurance_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 3821 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4530.527613 |
| Minimum | 0 |
|---|---|
| Maximum | 1499400 |
| Zeros | 43650 |
| Zeros (%) | 87.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 21383 |
| Maximum | 1499400 |
| Range | 1499400 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 31811.01473 |
|---|---|
| Coefficient of variation (CV) | 7.02148126 |
| Kurtosis | 875.5214758 |
| Mean | 4530.527613 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.36113882 |
| Sum | 226526380.6 |
| Variance | 1011940658 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43650 | |
| 301502 | 33 | 0.1% |
| 5000 | 31 | 0.1% |
| 10000 | 27 | 0.1% |
| 52250 | 25 | 0.1% |
| 887 | 20 | < 0.1% |
| 102250 | 17 | < 0.1% |
| 100000 | 14 | < 0.1% |
| 189.15 | 14 | < 0.1% |
| 3801 | 14 | < 0.1% |
| Other values (3811) | 6155 | 12.3% |
| Value | Count | Frequency (%) |
| 0 | 43650 | |
| 1 | 1 | < 0.1% |
| 2 | 2 | < 0.1% |
| 31 | 2 | < 0.1% |
| 60 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1499400 | 1 | < 0.1% |
| 1424909 | 5 | |
| 1270273.52 | 2 | < 0.1% |
| 1187200.8 | 4 | |
| 1025000 | 1 | < 0.1% |
Hotels_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 3524 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2884.816496 |
| Minimum | 0 |
|---|---|
| Maximum | 1907180 |
| Zeros | 42350 |
| Zeros (%) | 84.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10000 |
| Maximum | 1907180 |
| Range | 1907180 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 26387.0404 |
|---|---|
| Coefficient of variation (CV) | 9.146869632 |
| Kurtosis | 2065.809682 |
| Mean | 2884.816496 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.30334908 |
| Sum | 144240824.8 |
| Variance | 696275901.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42350 | |
| 3000 | 45 | 0.1% |
| 5000 | 33 | 0.1% |
| 4000 | 31 | 0.1% |
| 10000 | 28 | 0.1% |
| 2000 | 27 | 0.1% |
| 500 | 24 | < 0.1% |
| 1000 | 23 | < 0.1% |
| 1500 | 21 | < 0.1% |
| 4907.22 | 20 | < 0.1% |
| Other values (3514) | 7398 | 14.8% |
| Value | Count | Frequency (%) |
| 0 | 42350 | |
| 1 | 1 | < 0.1% |
| 2 | 10 | < 0.1% |
| 4 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1907180 | 2 | < 0.1% |
| 1619913.87 | 2 | < 0.1% |
| 1059961.12 | 7 | |
| 727800 | 2 | < 0.1% |
| 500255 | 1 | < 0.1% |
Railways_amt_1m
Real number (ℝ)
| Distinct | 3705 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2692.439748 |
| Minimum | 0 |
|---|---|
| Maximum | 528866.72 |
| Zeros | 43568 |
| Zeros (%) | 87.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10846 |
| Maximum | 528866.72 |
| Range | 528866.72 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 19035.23855 |
|---|---|
| Coefficient of variation (CV) | 7.069884687 |
| Kurtosis | 370.8320888 |
| Mean | 2692.439748 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.92727723 |
| Sum | 134621987.4 |
| Variance | 362340306.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43568 | |
| 500 | 26 | 0.1% |
| 39747.7 | 25 | 0.1% |
| 200 | 23 | < 0.1% |
| 528866.72 | 20 | < 0.1% |
| 100 | 20 | < 0.1% |
| 300 | 15 | < 0.1% |
| 36000 | 14 | < 0.1% |
| 102.12 | 12 | < 0.1% |
| 478.28 | 12 | < 0.1% |
| Other values (3695) | 6265 | 12.5% |
| Value | Count | Frequency (%) |
| 0 | 43568 | |
| 10 | 1 | < 0.1% |
| 10.18 | 4 | < 0.1% |
| 12.46 | 1 | < 0.1% |
| 15.32 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 528866.72 | 20 | |
| 464415 | 4 | < 0.1% |
| 450000 | 2 | < 0.1% |
| 438045 | 2 | < 0.1% |
| 360731 | 10 |
Airports_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0220772 |
| Minimum | 0 |
|---|---|
| Maximum | 5200 |
| Zeros | 49969 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5200 |
| Range | 5200 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 94.19555942 |
|---|---|
| Coefficient of variation (CV) | 46.5835624 |
| Kurtosis | 2562.249108 |
| Mean | 2.0220772 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 50.09701966 |
| Sum | 101103.86 |
| Variance | 8872.803414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 4800 | 12 | < 0.1% |
| 750 | 3 | < 0.1% |
| 600 | 3 | < 0.1% |
| 5200 | 3 | < 0.1% |
| 1920 | 2 | < 0.1% |
| 3350.93 | 2 | < 0.1% |
| 5015 | 2 | < 0.1% |
| 150 | 1 | < 0.1% |
| 1032 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 150 | 1 | < 0.1% |
| 600 | 3 | < 0.1% |
| 750 | 3 | < 0.1% |
| 900 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5200 | 3 | < 0.1% |
| 5015 | 2 | < 0.1% |
| 4800 | 12 | |
| 3350.93 | 2 | < 0.1% |
| 1920 | 2 | < 0.1% |
Utility_amt_1m
Real number (ℝ)
| Distinct | 9121 |
|---|---|
| Distinct (%) | 18.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8443.610838 |
| Minimum | 0 |
|---|---|
| Maximum | 1254359.37 |
| Zeros | 29041 |
| Zeros (%) | 58.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2185.5 |
| 95-th percentile | 30219.1135 |
| Maximum | 1254359.37 |
| Range | 1254359.37 |
| Interquartile range (IQR) | 2185.5 |
Descriptive statistics
| Standard deviation | 49511.556 |
|---|---|
| Coefficient of variation (CV) | 5.863789431 |
| Kurtosis | 354.4779543 |
| Mean | 8443.610838 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.41213199 |
| Sum | 422180541.9 |
| Variance | 2451394177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29041 | |
| 649 | 321 | 0.6% |
| 199 | 199 | 0.4% |
| 1178.82 | 191 | 0.4% |
| 470.82 | 152 | 0.3% |
| 2 | 109 | 0.2% |
| 499 | 107 | 0.2% |
| 4000 | 97 | 0.2% |
| 666 | 90 | 0.2% |
| 179 | 81 | 0.2% |
| Other values (9111) | 19612 |
| Value | Count | Frequency (%) |
| 0 | 29041 | |
| 1 | 7 | < 0.1% |
| 1.18 | 1 | < 0.1% |
| 2 | 109 | 0.2% |
| 4 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 1254359.37 | 34 | |
| 1084581.17 | 6 | < 0.1% |
| 1081000 | 2 | < 0.1% |
| 1004000 | 5 | < 0.1% |
| 981095.4 | 3 | < 0.1% |
Retail_amt_1m
Real number (ℝ)
| Distinct | 6892 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5016.588801 |
| Minimum | 0 |
|---|---|
| Maximum | 1181801.25 |
| Zeros | 33810 |
| Zeros (%) | 67.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1129 |
| 95-th percentile | 19422.8 |
| Maximum | 1181801.25 |
| Range | 1181801.25 |
| Interquartile range (IQR) | 1129 |
Descriptive statistics
| Standard deviation | 27788.98853 |
|---|---|
| Coefficient of variation (CV) | 5.539419241 |
| Kurtosis | 307.0039721 |
| Mean | 5016.588801 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.66204411 |
| Sum | 250829440.1 |
| Variance | 772227883.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33810 | |
| 4000 | 139 | 0.3% |
| 5000 | 98 | 0.2% |
| 10000 | 84 | 0.2% |
| 1000 | 82 | 0.2% |
| 500 | 72 | 0.1% |
| 2000 | 67 | 0.1% |
| 3000 | 62 | 0.1% |
| 20000 | 41 | 0.1% |
| 300 | 41 | 0.1% |
| Other values (6882) | 15504 |
| Value | Count | Frequency (%) |
| 0 | 33810 | |
| 1 | 5 | < 0.1% |
| 2 | 32 | 0.1% |
| 4 | 2 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1181801.25 | 1 | < 0.1% |
| 770777.19 | 1 | < 0.1% |
| 739538.3 | 2 | < 0.1% |
| 725899 | 11 | |
| 700000 | 1 | < 0.1% |
Medical_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4713 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2680.438368 |
| Minimum | 0 |
|---|---|
| Maximum | 1000000 |
| Zeros | 38877 |
| Zeros (%) | 77.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9201 |
| Maximum | 1000000 |
| Range | 1000000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 19904.54887 |
|---|---|
| Coefficient of variation (CV) | 7.425855825 |
| Kurtosis | 791.0314578 |
| Mean | 2680.438368 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.06243138 |
| Sum | 134021918.4 |
| Variance | 396191065.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38877 | |
| 1000 | 60 | 0.1% |
| 1 | 59 | 0.1% |
| 600 | 57 | 0.1% |
| 1200 | 53 | 0.1% |
| 700 | 50 | 0.1% |
| 500 | 49 | 0.1% |
| 800 | 49 | 0.1% |
| 10000 | 48 | 0.1% |
| 2000 | 43 | 0.1% |
| Other values (4703) | 10655 | 21.3% |
| Value | Count | Frequency (%) |
| 0 | 38877 | |
| 1 | 59 | 0.1% |
| 1.74 | 1 | < 0.1% |
| 2 | 8 | < 0.1% |
| 2.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000000 | 3 | |
| 839527 | 2 | |
| 641090 | 3 | |
| 640000 | 2 | |
| 627682 | 3 |
Fuel_amt_1m
Real number (ℝ)
| Distinct | 10483 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3385.910146 |
| Minimum | 0 |
|---|---|
| Maximum | 209341.42 |
| Zeros | 27687 |
| Zeros (%) | 55.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3541.3 |
| 95-th percentile | 15520.74 |
| Maximum | 209341.42 |
| Range | 209341.42 |
| Interquartile range (IQR) | 3541.3 |
Descriptive statistics
| Standard deviation | 8724.61551 |
|---|---|
| Coefficient of variation (CV) | 2.576741595 |
| Kurtosis | 93.98430096 |
| Mean | 3385.910146 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.443950529 |
| Sum | 169295507.3 |
| Variance | 76118915.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27687 | |
| 3035.4 | 330 | 0.7% |
| 2023.6 | 308 | 0.6% |
| 1011.8 | 249 | 0.5% |
| 1010 | 242 | 0.5% |
| 2020 | 240 | 0.5% |
| 4047.2 | 167 | 0.3% |
| 2529.5 | 158 | 0.3% |
| 15177 | 143 | 0.3% |
| 505 | 140 | 0.3% |
| Other values (10473) | 20336 |
| Value | Count | Frequency (%) |
| 0 | 27687 | |
| 41.36 | 2 | < 0.1% |
| 50.5 | 1 | < 0.1% |
| 60.71 | 2 | < 0.1% |
| 91.06 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 209341.42 | 3 | |
| 191533.74 | 2 | |
| 179290.96 | 3 | |
| 173523.7 | 2 | |
| 158587.52 | 1 | < 0.1% |
DeptStores_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 11350 |
|---|---|
| Distinct (%) | 22.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5049.597079 |
| Minimum | 0 |
|---|---|
| Maximum | 1938149.5 |
| Zeros | 27906 |
| Zeros (%) | 55.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2542.71 |
| 95-th percentile | 13212.324 |
| Maximum | 1938149.5 |
| Range | 1938149.5 |
| Interquartile range (IQR) | 2542.71 |
Descriptive statistics
| Standard deviation | 30571.93462 |
|---|---|
| Coefficient of variation (CV) | 6.054331494 |
| Kurtosis | 1107.850284 |
| Mean | 5049.597079 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.24559308 |
| Sum | 252479853.9 |
| Variance | 934643186.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27906 | |
| 3000 | 52 | 0.1% |
| 5000 | 39 | 0.1% |
| 10000 | 38 | 0.1% |
| 2000 | 35 | 0.1% |
| 10287 | 33 | 0.1% |
| 1500 | 31 | 0.1% |
| 20000 | 29 | 0.1% |
| 40000 | 29 | 0.1% |
| 100000 | 28 | 0.1% |
| Other values (11340) | 21780 |
| Value | Count | Frequency (%) |
| 0 | 27906 | |
| 1 | 4 | < 0.1% |
| 1.05 | 1 | < 0.1% |
| 1.69 | 1 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1938149.5 | 3 | < 0.1% |
| 817900 | 1 | < 0.1% |
| 759935.5 | 8 | |
| 727475.8 | 4 | |
| 546292.69 | 4 |
Food_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2944 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 632.4781872 |
| Minimum | 0 |
|---|---|
| Maximum | 425795 |
| Zeros | 40586 |
| Zeros (%) | 81.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2233 |
| Maximum | 425795 |
| Range | 425795 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6412.566294 |
|---|---|
| Coefficient of variation (CV) | 10.13879439 |
| Kurtosis | 1797.498967 |
| Mean | 632.4781872 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 35.66319458 |
| Sum | 31623909.36 |
| Variance | 41121006.47 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40586 | |
| 2 | 68 | 0.1% |
| 500 | 68 | 0.1% |
| 1000 | 39 | 0.1% |
| 200 | 37 | 0.1% |
| 280 | 37 | 0.1% |
| 3000 | 35 | 0.1% |
| 290 | 35 | 0.1% |
| 400 | 35 | 0.1% |
| 450 | 34 | 0.1% |
| Other values (2934) | 9026 | 18.1% |
| Value | Count | Frequency (%) |
| 0 | 40586 | |
| 1 | 1 | < 0.1% |
| 2 | 68 | 0.1% |
| 4 | 8 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 425795 | 3 | |
| 368838 | 1 | < 0.1% |
| 300000 | 2 | |
| 215400 | 1 | < 0.1% |
| 211000 | 3 |
Auto_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 981 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1125.258359 |
| Minimum | 0 |
|---|---|
| Maximum | 800000 |
| Zeros | 47966 |
| Zeros (%) | 95.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 800000 |
| Range | 800000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 17153.09059 |
|---|---|
| Coefficient of variation (CV) | 15.24369088 |
| Kurtosis | 980.4680534 |
| Mean | 1125.258359 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.59649908 |
| Sum | 56262917.96 |
| Variance | 294228516.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47966 | |
| 405478.09 | 33 | 0.1% |
| 10000 | 33 | 0.1% |
| 3000 | 26 | 0.1% |
| 21000 | 19 | < 0.1% |
| 2500 | 15 | < 0.1% |
| 1200 | 13 | < 0.1% |
| 3800 | 12 | < 0.1% |
| 20000 | 12 | < 0.1% |
| 6500 | 12 | < 0.1% |
| Other values (971) | 1859 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 47966 | |
| 59 | 2 | < 0.1% |
| 66 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 800000 | 4 | < 0.1% |
| 709100 | 4 | < 0.1% |
| 619991 | 4 | < 0.1% |
| 405478.09 | 33 | |
| 364000 | 1 | < 0.1% |
ClothStores_amt_1m
Real number (ℝ)
| Distinct | 7935 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4652.230616 |
| Minimum | 0 |
|---|---|
| Maximum | 603800 |
| Zeros | 31985 |
| Zeros (%) | 64.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3056 |
| 95-th percentile | 21521.05 |
| Maximum | 603800 |
| Range | 603800 |
| Interquartile range (IQR) | 3056 |
Descriptive statistics
| Standard deviation | 16866.19586 |
|---|---|
| Coefficient of variation (CV) | 3.625399782 |
| Kurtosis | 241.5658057 |
| Mean | 4652.230616 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.93664938 |
| Sum | 232611530.8 |
| Variance | 284468562.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31985 | |
| 3000 | 54 | 0.1% |
| 5000 | 49 | 0.1% |
| 699 | 48 | 0.1% |
| 400 | 43 | 0.1% |
| 1000 | 40 | 0.1% |
| 2999 | 38 | 0.1% |
| 999 | 34 | 0.1% |
| 3150 | 33 | 0.1% |
| 2000 | 33 | 0.1% |
| Other values (7925) | 17643 |
| Value | Count | Frequency (%) |
| 0 | 31985 | |
| 1 | 4 | < 0.1% |
| 2 | 14 | < 0.1% |
| 3.1 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 603800 | 3 | < 0.1% |
| 599000 | 1 | < 0.1% |
| 374660 | 1 | < 0.1% |
| 364011 | 9 | |
| 330000 | 1 | < 0.1% |
MiscServices_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 3091 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1180.529477 |
| Minimum | 0 |
|---|---|
| Maximum | 449080 |
| Zeros | 41405 |
| Zeros (%) | 82.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4900 |
| Maximum | 449080 |
| Range | 449080 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8592.298051 |
|---|---|
| Coefficient of variation (CV) | 7.27834266 |
| Kurtosis | 838.4218734 |
| Mean | 1180.529477 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.69752565 |
| Sum | 59026473.83 |
| Variance | 73827585.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41405 | |
| 2 | 389 | 0.8% |
| 500 | 58 | 0.1% |
| 600 | 55 | 0.1% |
| 1000 | 54 | 0.1% |
| 5000 | 54 | 0.1% |
| 199 | 50 | 0.1% |
| 10000 | 45 | 0.1% |
| 2500 | 44 | 0.1% |
| 3000 | 43 | 0.1% |
| Other values (3081) | 7803 | 15.6% |
| Value | Count | Frequency (%) |
| 0 | 41405 | |
| 1 | 4 | < 0.1% |
| 1.01 | 1 | < 0.1% |
| 2 | 389 | 0.8% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 449080 | 3 | |
| 340665.7 | 2 | |
| 305500 | 2 | |
| 264000 | 3 | |
| 258000 | 2 |
HomeF_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 628 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 493.2986082 |
| Minimum | 0 |
|---|---|
| Maximum | 500000 |
| Zeros | 48659 |
| Zeros (%) | 97.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 500000 |
| Range | 500000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7444.247378 |
|---|---|
| Coefficient of variation (CV) | 15.09075285 |
| Kurtosis | 2643.744869 |
| Mean | 493.2986082 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 44.04943211 |
| Sum | 24664930.41 |
| Variance | 55416819.02 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 48659 | |
| 5000 | 26 | 0.1% |
| 15000 | 11 | < 0.1% |
| 3494.03 | 11 | < 0.1% |
| 13050 | 9 | < 0.1% |
| 2000 | 9 | < 0.1% |
| 4200 | 9 | < 0.1% |
| 14871 | 8 | < 0.1% |
| 25000 | 8 | < 0.1% |
| 12670 | 8 | < 0.1% |
| Other values (618) | 1242 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 48659 | |
| 1 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| 92 | 1 | < 0.1% |
| 116 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 500000 | 6 | |
| 345172 | 1 | < 0.1% |
| 264700 | 1 | < 0.1% |
| 254630 | 1 | < 0.1% |
| 203800 | 1 | < 0.1% |
Electronics_amt_1m
Real number (ℝ)
| Distinct | 5144 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3638.247164 |
| Minimum | 0 |
|---|---|
| Maximum | 703690 |
| Zeros | 38735 |
| Zeros (%) | 77.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 16449.64 |
| Maximum | 703690 |
| Range | 703690 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 20981.03527 |
|---|---|
| Coefficient of variation (CV) | 5.766797671 |
| Kurtosis | 311.8931869 |
| Mean | 3638.247164 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.98094777 |
| Sum | 181912358.2 |
| Variance | 440203841.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38735 | |
| 1499 | 54 | 0.1% |
| 2000 | 45 | 0.1% |
| 10000 | 40 | 0.1% |
| 5000 | 38 | 0.1% |
| 299 | 36 | 0.1% |
| 18840.76 | 34 | 0.1% |
| 999 | 29 | 0.1% |
| 2999 | 29 | 0.1% |
| 399 | 28 | 0.1% |
| Other values (5134) | 10932 | 21.9% |
| Value | Count | Frequency (%) |
| 0 | 38735 | |
| 0.57 | 1 | < 0.1% |
| 1 | 14 | < 0.1% |
| 2 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 703690 | 3 | < 0.1% |
| 540264 | 13 | |
| 513473.54 | 2 | < 0.1% |
| 442395 | 4 | < 0.1% |
| 439959 | 3 | < 0.1% |
MusicStores_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 139 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.7988864 |
| Minimum | 0 |
|---|---|
| Maximum | 84846 |
| Zeros | 49582 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 84846 |
| Range | 84846 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 986.7304697 |
|---|---|
| Coefficient of variation (CV) | 32.03786192 |
| Kurtosis | 5572.01065 |
| Mean | 30.7988864 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 68.34431396 |
| Sum | 1539944.32 |
| Variance | 973637.0198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49582 | |
| 99 | 25 | 0.1% |
| 5000 | 17 | < 0.1% |
| 2000 | 15 | < 0.1% |
| 75 | 14 | < 0.1% |
| 449 | 13 | < 0.1% |
| 269 | 11 | < 0.1% |
| 149 | 10 | < 0.1% |
| 169 | 9 | < 0.1% |
| 195 | 9 | < 0.1% |
| Other values (129) | 295 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 49582 | |
| 5 | 3 | < 0.1% |
| 15 | 5 | < 0.1% |
| 18 | 6 | < 0.1% |
| 47 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 84846 | 5 | |
| 39000 | 1 | < 0.1% |
| 26568 | 1 | < 0.1% |
| 21000 | 3 | |
| 20246.27 | 1 | < 0.1% |
Restaurants_amt_1m
Real number (ℝ)
| Distinct | 9381 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2390.744822 |
| Minimum | 0 |
|---|---|
| Maximum | 398000 |
| Zeros | 27910 |
| Zeros (%) | 55.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1541 |
| 95-th percentile | 10500.5 |
| Maximum | 398000 |
| Range | 398000 |
| Interquartile range (IQR) | 1541 |
Descriptive statistics
| Standard deviation | 9801.232451 |
|---|---|
| Coefficient of variation (CV) | 4.09965646 |
| Kurtosis | 366.5901605 |
| Mean | 2390.744822 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.74752972 |
| Sum | 119537241.1 |
| Variance | 96064157.56 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27910 | |
| 2 | 400 | 0.8% |
| 4 | 69 | 0.1% |
| 1000 | 54 | 0.1% |
| 300 | 52 | 0.1% |
| 315 | 44 | 0.1% |
| 500 | 33 | 0.1% |
| 220 | 33 | 0.1% |
| 240 | 33 | 0.1% |
| 700 | 31 | 0.1% |
| Other values (9371) | 21341 |
| Value | Count | Frequency (%) |
| 0 | 27910 | |
| 1 | 4 | < 0.1% |
| 2 | 400 | 0.8% |
| 3 | 1 | < 0.1% |
| 4 | 69 | 0.1% |
| Value | Count | Frequency (%) |
| 398000 | 1 | < 0.1% |
| 375000 | 1 | < 0.1% |
| 300000 | 1 | < 0.1% |
| 270843 | 5 | |
| 252209 | 1 | < 0.1% |
DigitalGoods_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1019 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1176.057311 |
| Minimum | 0 |
|---|---|
| Maximum | 884000 |
| Zeros | 46387 |
| Zeros (%) | 92.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 210 |
| Maximum | 884000 |
| Range | 884000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 20145.42446 |
|---|---|
| Coefficient of variation (CV) | 17.12962819 |
| Kurtosis | 1255.537034 |
| Mean | 1176.057311 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.85823397 |
| Sum | 58802865.53 |
| Variance | 405838126.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46387 | |
| 130 | 188 | 0.4% |
| 129 | 144 | 0.3% |
| 189 | 122 | 0.2% |
| 2 | 109 | 0.2% |
| 1300 | 70 | 0.1% |
| 99 | 63 | 0.1% |
| 200 | 57 | 0.1% |
| 299 | 48 | 0.1% |
| 20 | 42 | 0.1% |
| Other values (1009) | 2770 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 46387 | |
| 1 | 13 | < 0.1% |
| 2 | 109 | 0.2% |
| 3 | 2 | < 0.1% |
| 4 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 884000 | 2 | < 0.1% |
| 815000 | 20 | |
| 410196.3 | 8 | < 0.1% |
| 306375.49 | 2 | < 0.1% |
| 247049.73 | 7 | < 0.1% |
Alcohol_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1167 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 332.2385978 |
| Minimum | 0 |
|---|---|
| Maximum | 200000 |
| Zeros | 46220 |
| Zeros (%) | 92.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1140 |
| Maximum | 200000 |
| Range | 200000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3051.799615 |
|---|---|
| Coefficient of variation (CV) | 9.185566142 |
| Kurtosis | 1863.538122 |
| Mean | 332.2385978 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 35.180207 |
| Sum | 16611929.89 |
| Variance | 9313480.891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46220 | |
| 360 | 37 | 0.1% |
| 480 | 30 | 0.1% |
| 600 | 28 | 0.1% |
| 540 | 27 | 0.1% |
| 720 | 27 | 0.1% |
| 1200 | 24 | < 0.1% |
| 900 | 22 | < 0.1% |
| 510 | 21 | < 0.1% |
| 3000 | 20 | < 0.1% |
| Other values (1157) | 3544 | 7.1% |
| Value | Count | Frequency (%) |
| 0 | 46220 | |
| 90 | 2 | < 0.1% |
| 100 | 1 | < 0.1% |
| 110 | 1 | < 0.1% |
| 115 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 200000 | 2 | |
| 199994 | 2 | |
| 150750 | 1 | |
| 141800 | 1 | |
| 104000 | 1 |
Books_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1104 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 300.435107 |
| Minimum | 0 |
|---|---|
| Maximum | 309000 |
| Zeros | 47598 |
| Zeros (%) | 95.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 309000 |
| Range | 309000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4717.216042 |
|---|---|
| Coefficient of variation (CV) | 15.70128102 |
| Kurtosis | 2036.081226 |
| Mean | 300.435107 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 40.21348698 |
| Sum | 15021755.35 |
| Variance | 22252127.19 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47598 | |
| 40000 | 20 | < 0.1% |
| 450 | 17 | < 0.1% |
| 160 | 13 | < 0.1% |
| 300 | 13 | < 0.1% |
| 400 | 13 | < 0.1% |
| 250 | 12 | < 0.1% |
| 1500 | 12 | < 0.1% |
| 73600 | 11 | < 0.1% |
| 4745.65 | 11 | < 0.1% |
| Other values (1094) | 2280 | 4.6% |
| Value | Count | Frequency (%) |
| 0 | 47598 | |
| 1 | 1 | < 0.1% |
| 1.51 | 1 | < 0.1% |
| 10 | 5 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 309000 | 2 | < 0.1% |
| 265843.26 | 4 | |
| 250000 | 1 | < 0.1% |
| 178387 | 3 | |
| 159630 | 6 |
Jewelry_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1029 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1714.155457 |
| Minimum | 0 |
|---|---|
| Maximum | 1126230 |
| Zeros | 47539 |
| Zeros (%) | 95.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1126230 |
| Range | 1126230 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16593.554 |
|---|---|
| Coefficient of variation (CV) | 9.680308707 |
| Kurtosis | 808.8877932 |
| Mean | 1714.155457 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.24473852 |
| Sum | 85707772.85 |
| Variance | 275346034.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47539 | |
| 10000 | 99 | 0.2% |
| 5000 | 66 | 0.1% |
| 2000 | 51 | 0.1% |
| 3000 | 37 | 0.1% |
| 20000 | 34 | 0.1% |
| 6000 | 26 | 0.1% |
| 15000 | 21 | < 0.1% |
| 30000 | 20 | < 0.1% |
| 25000 | 19 | < 0.1% |
| Other values (1019) | 2088 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 47539 | |
| 10 | 2 | < 0.1% |
| 110 | 1 | < 0.1% |
| 119 | 3 | < 0.1% |
| 143 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1126230 | 1 | < 0.1% |
| 700000 | 1 | < 0.1% |
| 600000 | 3 | |
| 500000 | 1 | < 0.1% |
| 468000 | 3 |
DirectM_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 418 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 217.1287112 |
| Minimum | 0 |
|---|---|
| Maximum | 1068694.49 |
| Zeros | 48713 |
| Zeros (%) | 97.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1068694.49 |
| Range | 1068694.49 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9061.686157 |
|---|---|
| Coefficient of variation (CV) | 41.73416821 |
| Kurtosis | 11699.2307 |
| Mean | 217.1287112 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 102.1207067 |
| Sum | 10856435.56 |
| Variance | 82114156 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 48713 | |
| 649 | 219 | 0.4% |
| 199 | 187 | 0.4% |
| 499 | 95 | 0.2% |
| 149 | 57 | 0.1% |
| 2 | 20 | < 0.1% |
| 3584 | 10 | < 0.1% |
| 651 | 8 | < 0.1% |
| 77.69 | 7 | < 0.1% |
| 22600 | 6 | < 0.1% |
| Other values (408) | 678 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 48713 | |
| 2 | 20 | < 0.1% |
| 49 | 4 | < 0.1% |
| 50 | 1 | < 0.1% |
| 77.69 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1068694.49 | 3 | |
| 297027.88 | 1 | < 0.1% |
| 276491.33 | 1 | < 0.1% |
| 276317.3 | 1 | < 0.1% |
| 272880.25 | 2 |
Cash_amt_1m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
QuasiCash_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.7022194 |
| Minimum | 0 |
|---|---|
| Maximum | 149644.47 |
| Zeros | 49979 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 149644.47 |
| Range | 149644.47 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 967.1283533 |
|---|---|
| Coefficient of variation (CV) | 111.1358274 |
| Kurtosis | 22946.11794 |
| Mean | 8.7022194 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 149.0971175 |
| Sum | 435110.97 |
| Variance | 935337.2518 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49979 | |
| 3393.16 | 4 | < 0.1% |
| 4457.23 | 4 | < 0.1% |
| 5007.12 | 3 | < 0.1% |
| 149644.47 | 2 | < 0.1% |
| 21072.71 | 2 | < 0.1% |
| 8469.32 | 1 | < 0.1% |
| 3018.83 | 1 | < 0.1% |
| 5013.32 | 1 | < 0.1% |
| 27988.24 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49979 | |
| 754.41 | 1 | < 0.1% |
| 2009.57 | 1 | < 0.1% |
| 3018.83 | 1 | < 0.1% |
| 3393.16 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 149644.47 | 2 | |
| 27988.24 | 1 | |
| 21072.71 | 2 | |
| 8469.32 | 1 | |
| 5013.32 | 1 |
FS_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.116 |
| Minimum | 0 |
|---|---|
| Maximum | 200 |
| Zeros | 49971 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 200 |
| Range | 200 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.815288957 |
|---|---|
| Coefficient of variation (CV) | 41.5111117 |
| Kurtosis | 1719.310558 |
| Mean | 0.116 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 41.48785106 |
| Sum | 5800 |
| Variance | 23.18700774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49971 | |
| 200 | 29 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49971 | |
| 200 | 29 | 0.1% |
| Value | Count | Frequency (%) |
| 200 | 29 | 0.1% |
| 0 | 49971 |
RentPayments_amt_1m
Real number (ℝ)
| Distinct | 3041 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6477.520894 |
| Minimum | 0 |
|---|---|
| Maximum | 1013828 |
| Zeros | 41830 |
| Zeros (%) | 83.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 47470 |
| Maximum | 1013828 |
| Range | 1013828 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 22066.68076 |
|---|---|
| Coefficient of variation (CV) | 3.40665528 |
| Kurtosis | 139.3584426 |
| Mean | 6477.520894 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.357924783 |
| Sum | 323876044.7 |
| Variance | 486938399.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41830 | |
| 20300 | 131 | 0.3% |
| 10150 | 118 | 0.2% |
| 30420 | 81 | 0.2% |
| 25375 | 70 | 0.1% |
| 5097.5 | 67 | 0.1% |
| 15225 | 52 | 0.1% |
| 40600 | 47 | 0.1% |
| 30300 | 44 | 0.1% |
| 20200 | 43 | 0.1% |
| Other values (3031) | 7517 | 15.0% |
| Value | Count | Frequency (%) |
| 0 | 41830 | |
| 10.2 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 50 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1013828 | 1 | |
| 650914.87 | 1 | |
| 404000 | 1 | |
| 399960 | 1 | |
| 398950 | 2 |
WalletLoad_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2441 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.734164 |
| Minimum | 0 |
|---|---|
| Maximum | 676919.1 |
| Zeros | 43000 |
| Zeros (%) | 86.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10000 |
| Maximum | 676919.1 |
| Range | 676919.1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7989.728842 |
|---|---|
| Coefficient of variation (CV) | 5.316794568 |
| Kurtosis | 2119.799693 |
| Mean | 1502.734164 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.75791273 |
| Sum | 75136708.22 |
| Variance | 63835766.97 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43000 | |
| 10230 | 107 | 0.2% |
| 4000 | 104 | 0.2% |
| 1000 | 104 | 0.2% |
| 1023 | 93 | 0.2% |
| 10430 | 88 | 0.2% |
| 5115 | 84 | 0.2% |
| 500 | 82 | 0.2% |
| 20460 | 80 | 0.2% |
| 2000 | 76 | 0.2% |
| Other values (2431) | 6182 | 12.4% |
| Value | Count | Frequency (%) |
| 0 | 43000 | |
| 1 | 2 | < 0.1% |
| 1.02 | 4 | < 0.1% |
| 2 | 22 | < 0.1% |
| 3.06 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 676919.1 | 2 | < 0.1% |
| 280149.8 | 1 | < 0.1% |
| 143220 | 1 | < 0.1% |
| 141175.34 | 2 | < 0.1% |
| 139762 | 7 |
BusinessServ_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5707 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4310.405115 |
| Minimum | 0 |
|---|---|
| Maximum | 3150002 |
| Zeros | 36948 |
| Zeros (%) | 73.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 203.65 |
| 95-th percentile | 8171.915 |
| Maximum | 3150002 |
| Range | 3150002 |
| Interquartile range (IQR) | 203.65 |
Descriptive statistics
| Standard deviation | 55370.9265 |
|---|---|
| Coefficient of variation (CV) | 12.84587528 |
| Kurtosis | 2318.990171 |
| Mean | 4310.405115 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.98173804 |
| Sum | 215520255.8 |
| Variance | 3065939502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36948 | |
| 1000 | 66 | 0.1% |
| 1499 | 56 | 0.1% |
| 5000 | 46 | 0.1% |
| 899 | 46 | 0.1% |
| 500 | 45 | 0.1% |
| 400 | 44 | 0.1% |
| 600 | 44 | 0.1% |
| 99 | 37 | 0.1% |
| 1500 | 35 | 0.1% |
| Other values (5697) | 12633 | 25.3% |
| Value | Count | Frequency (%) |
| 0 | 36948 | |
| 1 | 12 | < 0.1% |
| 2 | 34 | 0.1% |
| 4 | 4 | < 0.1% |
| 10 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 3150002 | 11 | |
| 820861.95 | 1 | < 0.1% |
| 815000 | 14 | |
| 700898.68 | 6 | |
| 688000 | 13 |
ProfServ_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1059 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1118.518774 |
| Minimum | 0 |
|---|---|
| Maximum | 1200000 |
| Zeros | 47143 |
| Zeros (%) | 94.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 800 |
| Maximum | 1200000 |
| Range | 1200000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16841.95019 |
|---|---|
| Coefficient of variation (CV) | 15.05736924 |
| Kurtosis | 1756.225813 |
| Mean | 1118.518774 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 36.72967912 |
| Sum | 55925938.72 |
| Variance | 283651286.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47143 | |
| 1500 | 46 | 0.1% |
| 1000 | 46 | 0.1% |
| 3000 | 42 | 0.1% |
| 5000 | 35 | 0.1% |
| 265703.89 | 34 | 0.1% |
| 10000 | 34 | 0.1% |
| 500 | 29 | 0.1% |
| 2500 | 25 | 0.1% |
| 600 | 23 | < 0.1% |
| Other values (1049) | 2543 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 47143 | |
| 1 | 2 | < 0.1% |
| 10 | 2 | < 0.1% |
| 29 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1200000 | 1 | < 0.1% |
| 1000000 | 1 | < 0.1% |
| 900000 | 1 | < 0.1% |
| 750000 | 6 | |
| 739668 | 3 |
Education_amt_1m
Real number (ℝ)
| Distinct | 2387 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3479.155835 |
| Minimum | 0 |
|---|---|
| Maximum | 750000 |
| Zeros | 44712 |
| Zeros (%) | 89.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 15263.56 |
| Maximum | 750000 |
| Range | 750000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 22623.1084 |
|---|---|
| Coefficient of variation (CV) | 6.502470563 |
| Kurtosis | 311.5787156 |
| Mean | 3479.155835 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.84393027 |
| Sum | 173957791.7 |
| Variance | 511805033.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44712 | |
| 2 | 359 | 0.7% |
| 10000 | 42 | 0.1% |
| 68215.44 | 33 | 0.1% |
| 455 | 31 | 0.1% |
| 20000 | 30 | 0.1% |
| 2000 | 27 | 0.1% |
| 500 | 27 | 0.1% |
| 15000 | 24 | < 0.1% |
| 5000 | 22 | < 0.1% |
| Other values (2377) | 4693 | 9.4% |
| Value | Count | Frequency (%) |
| 0 | 44712 | |
| 1.03 | 1 | < 0.1% |
| 2 | 359 | 0.7% |
| 4 | 6 | < 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 750000 | 5 | |
| 557790 | 9 | |
| 512631.09 | 1 | < 0.1% |
| 507754 | 6 | |
| 486649 | 3 | < 0.1% |
GovtServices_amt_1m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4121 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8867.47297 |
| Minimum | 0 |
|---|---|
| Maximum | 7498137.78 |
| Zeros | 41869 |
| Zeros (%) | 83.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10838.399 |
| Maximum | 7498137.78 |
| Range | 7498137.78 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 196067.7281 |
|---|---|
| Coefficient of variation (CV) | 22.11089098 |
| Kurtosis | 1404.662761 |
| Mean | 8867.47297 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.02388523 |
| Sum | 443373648.5 |
| Variance | 3.8442554 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41869 | |
| 50 | 89 | 0.2% |
| 1526.55 | 50 | 0.1% |
| 201.76 | 49 | 0.1% |
| 504.4 | 47 | 0.1% |
| 50445 | 47 | 0.1% |
| 500 | 42 | 0.1% |
| 2000 | 41 | 0.1% |
| 200 | 33 | 0.1% |
| 7498137.78 | 33 | 0.1% |
| Other values (4111) | 7700 | 15.4% |
| Value | Count | Frequency (%) |
| 0 | 41869 | |
| 5.06 | 2 | < 0.1% |
| 8.26 | 5 | < 0.1% |
| 10 | 7 | < 0.1% |
| 10.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7498137.78 | 33 | |
| 2417136 | 5 | < 0.1% |
| 1050000 | 1 | < 0.1% |
| 940491.33 | 3 | < 0.1% |
| 918041 | 6 | < 0.1% |
Agri_3m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
Contract_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01372 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 49536 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1941456037 |
|---|---|
| Coefficient of variation (CV) | 14.15055421 |
| Kurtosis | 2097.9857 |
| Mean | 0.01372 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.78914986 |
| Sum | 686 |
| Variance | 0.03769251545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 1 | 360 | 0.7% |
| 2 | 56 | 0.1% |
| 3 | 23 | < 0.1% |
| 4 | 14 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 1 | 360 | 0.7% |
| 2 | 56 | 0.1% |
| 3 | 23 | < 0.1% |
| 4 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 17 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 9 | 2 | |
| 7 | 1 | < 0.1% |
| 6 | 3 |
Airline_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22376 |
| Minimum | 0 |
|---|---|
| Maximum | 86 |
| Zeros | 46359 |
| Zeros (%) | 92.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 86 |
| Range | 86 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.227013842 |
|---|---|
| Coefficient of variation (CV) | 9.952689678 |
| Kurtosis | 1033.304052 |
| Mean | 0.22376 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.50974303 |
| Sum | 11188 |
| Variance | 4.959590654 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 1 | 1963 | 3.9% |
| 2 | 743 | 1.5% |
| 3 | 353 | 0.7% |
| 4 | 149 | 0.3% |
| 5 | 107 | 0.2% |
| 6 | 59 | 0.1% |
| 7 | 49 | 0.1% |
| 10 | 38 | 0.1% |
| 8 | 34 | 0.1% |
| Other values (20) | 146 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 1 | 1963 | 3.9% |
| 2 | 743 | 1.5% |
| 3 | 353 | 0.7% |
| 4 | 149 | 0.3% |
| Value | Count | Frequency (%) |
| 86 | 12 | |
| 80 | 14 | |
| 47 | 8 | |
| 38 | 2 | < 0.1% |
| 37 | 1 | < 0.1% |
transport_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.10542 |
| Minimum | 0 |
|---|---|
| Maximum | 199 |
| Zeros | 37570 |
| Zeros (%) | 75.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 199 |
| Range | 199 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.996150907 |
|---|---|
| Coefficient of variation (CV) | 5.424319179 |
| Kurtosis | 627.6198803 |
| Mean | 1.10542 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.19144641 |
| Sum | 55271 |
| Variance | 35.9538257 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 1 | 5482 | 11.0% |
| 2 | 2432 | 4.9% |
| 3 | 1270 | 2.5% |
| 4 | 745 | 1.5% |
| 5 | 448 | 0.9% |
| 6 | 330 | 0.7% |
| 7 | 249 | 0.5% |
| 8 | 198 | 0.4% |
| 9 | 136 | 0.3% |
| Other values (63) | 1140 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 1 | 5482 | 11.0% |
| 2 | 2432 | 4.9% |
| 3 | 1270 | 2.5% |
| 4 | 745 | 1.5% |
| Value | Count | Frequency (%) |
| 199 | 25 | |
| 148 | 1 | < 0.1% |
| 122 | 1 | < 0.1% |
| 120 | 2 | < 0.1% |
| 106 | 1 | < 0.1% |
Insurance_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57774 |
| Minimum | 0 |
|---|---|
| Maximum | 348 |
| Zeros | 39445 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 348 |
| Range | 348 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.488919636 |
|---|---|
| Coefficient of variation (CV) | 7.769792011 |
| Kurtosis | 3666.095835 |
| Mean | 0.57774 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 51.17353581 |
| Sum | 28887 |
| Variance | 20.1503995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1 | 6145 | 12.3% |
| 2 | 2214 | 4.4% |
| 3 | 928 | 1.9% |
| 4 | 443 | 0.9% |
| 5 | 177 | 0.4% |
| 6 | 119 | 0.2% |
| 7 | 78 | 0.2% |
| 12 | 42 | 0.1% |
| 34 | 40 | 0.1% |
| Other values (36) | 369 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1 | 6145 | 12.3% |
| 2 | 2214 | 4.4% |
| 3 | 928 | 1.9% |
| 4 | 443 | 0.9% |
| Value | Count | Frequency (%) |
| 348 | 5 | |
| 94 | 9 | |
| 91 | 7 | |
| 89 | 3 | < 0.1% |
| 73 | 2 | < 0.1% |
Hotels_3m
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72448 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 36891 |
| Zeros (%) | 73.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.03482961 |
|---|---|
| Coefficient of variation (CV) | 2.808676029 |
| Kurtosis | 156.4901343 |
| Mean | 0.72448 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.30915014 |
| Sum | 36224 |
| Variance | 4.14053154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 1 | 5807 | 11.6% |
| 2 | 2897 | 5.8% |
| 3 | 1494 | 3.0% |
| 4 | 873 | 1.7% |
| 5 | 569 | 1.1% |
| 6 | 395 | 0.8% |
| 7 | 281 | 0.6% |
| 8 | 222 | 0.4% |
| 10 | 119 | 0.2% |
| Other values (23) | 452 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 1 | 5807 | 11.6% |
| 2 | 2897 | 5.8% |
| 3 | 1494 | 3.0% |
| 4 | 873 | 1.7% |
| Value | Count | Frequency (%) |
| 65 | 6 | |
| 38 | 3 | |
| 36 | 1 | < 0.1% |
| 31 | 2 | < 0.1% |
| 29 | 3 |
Railways_3m
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72686 |
| Minimum | 0 |
|---|---|
| Maximum | 88 |
| Zeros | 39278 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 88 |
| Range | 88 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.135737744 |
|---|---|
| Coefficient of variation (CV) | 4.314087642 |
| Kurtosis | 341.1364602 |
| Mean | 0.72686 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.25758491 |
| Sum | 36343 |
| Variance | 9.832851197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 1 | 4539 | 9.1% |
| 2 | 2330 | 4.7% |
| 3 | 1261 | 2.5% |
| 4 | 721 | 1.4% |
| 5 | 388 | 0.8% |
| 6 | 313 | 0.6% |
| 7 | 208 | 0.4% |
| 8 | 180 | 0.4% |
| 10 | 155 | 0.3% |
| Other values (35) | 627 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 1 | 4539 | 9.1% |
| 2 | 2330 | 4.7% |
| 3 | 1261 | 2.5% |
| 4 | 721 | 1.4% |
| Value | Count | Frequency (%) |
| 88 | 20 | |
| 80 | 1 | < 0.1% |
| 67 | 10 | |
| 65 | 2 | < 0.1% |
| 61 | 4 | < 0.1% |
Airports_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00146 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 49945 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04917231699 |
|---|---|
| Coefficient of variation (CV) | 33.67966917 |
| Kurtosis | 3033.124738 |
| Mean | 0.00146 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 46.50959616 |
| Sum | 73 |
| Variance | 0.002417916758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 1 | 40 | 0.1% |
| 2 | 14 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 1 | 40 | 0.1% |
| 2 | 14 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 2 | 14 | < 0.1% |
| 1 | 40 | 0.1% |
| 0 | 49945 |
Utility_3m
Real number (ℝ)
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5979 |
| Minimum | 0 |
|---|---|
| Maximum | 389 |
| Zeros | 20688 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 13 |
| Maximum | 389 |
| Range | 389 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 13.89091627 |
|---|---|
| Coefficient of variation (CV) | 3.860840009 |
| Kurtosis | 489.6128409 |
| Mean | 3.5979 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 19.79756961 |
| Sum | 179895 |
| Variance | 192.9575547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 1 | 7710 | 15.4% |
| 2 | 4609 | 9.2% |
| 3 | 3598 | 7.2% |
| 4 | 2685 | 5.4% |
| 5 | 2048 | 4.1% |
| 6 | 1642 | 3.3% |
| 7 | 1255 | 2.5% |
| 8 | 891 | 1.8% |
| 9 | 832 | 1.7% |
| Other values (80) | 4042 | 8.1% |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 1 | 7710 | 15.4% |
| 2 | 4609 | 9.2% |
| 3 | 3598 | 7.2% |
| 4 | 2685 | 5.4% |
| Value | Count | Frequency (%) |
| 389 | 34 | |
| 285 | 19 | |
| 274 | 1 | < 0.1% |
| 269 | 4 | < 0.1% |
| 176 | 14 |
Retail_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.84948 |
| Minimum | 0 |
|---|---|
| Maximum | 1044 |
| Zeros | 25725 |
| Zeros (%) | 51.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 1044 |
| Range | 1044 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 9.256715263 |
|---|---|
| Coefficient of variation (CV) | 5.005036693 |
| Kurtosis | 4258.902872 |
| Mean | 1.84948 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.81860742 |
| Sum | 92474 |
| Variance | 85.68677747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 1 | 9248 | 18.5% |
| 2 | 5028 | 10.1% |
| 3 | 3046 | 6.1% |
| 4 | 1920 | 3.8% |
| 5 | 1258 | 2.5% |
| 6 | 838 | 1.7% |
| 7 | 675 | 1.4% |
| 8 | 441 | 0.9% |
| 9 | 401 | 0.8% |
| Other values (61) | 1420 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 1 | 9248 | 18.5% |
| 2 | 5028 | 10.1% |
| 3 | 3046 | 6.1% |
| 4 | 1920 | 3.8% |
| Value | Count | Frequency (%) |
| 1044 | 1 | < 0.1% |
| 470 | 2 | < 0.1% |
| 465 | 3 | |
| 378 | 2 | < 0.1% |
| 369 | 5 |
Medical_3m
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.43778 |
| Minimum | 0 |
|---|---|
| Maximum | 83 |
| Zeros | 32314 |
| Zeros (%) | 64.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 83 |
| Range | 83 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.608189165 |
|---|---|
| Coefficient of variation (CV) | 2.509555819 |
| Kurtosis | 71.74185192 |
| Mean | 1.43778 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.334131441 |
| Sum | 71889 |
| Variance | 13.01902905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 5870 | 11.7% |
| 2 | 3410 | 6.8% |
| 3 | 2137 | 4.3% |
| 4 | 1478 | 3.0% |
| 5 | 1018 | 2.0% |
| 6 | 752 | 1.5% |
| 7 | 616 | 1.2% |
| 8 | 470 | 0.9% |
| 9 | 318 | 0.6% |
| Other values (42) | 1617 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 5870 | 11.7% |
| 2 | 3410 | 6.8% |
| 3 | 2137 | 4.3% |
| 4 | 1478 | 3.0% |
| Value | Count | Frequency (%) |
| 83 | 4 | |
| 65 | 3 | < 0.1% |
| 61 | 8 | |
| 58 | 4 | |
| 54 | 5 |
Fuel_3m
Real number (ℝ)
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.47412 |
| Minimum | 0 |
|---|---|
| Maximum | 193 |
| Zeros | 21967 |
| Zeros (%) | 43.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 14 |
| Maximum | 193 |
| Range | 193 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.213805795 |
|---|---|
| Coefficient of variation (CV) | 1.788598492 |
| Kurtosis | 65.06113242 |
| Mean | 3.47412 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.34325986 |
| Sum | 173706 |
| Variance | 38.61138245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 1 | 5535 | 11.1% |
| 2 | 3807 | 7.6% |
| 3 | 3078 | 6.2% |
| 4 | 2626 | 5.3% |
| 5 | 2121 | 4.2% |
| 6 | 1802 | 3.6% |
| 7 | 1399 | 2.8% |
| 8 | 1208 | 2.4% |
| 9 | 1095 | 2.2% |
| Other values (67) | 5362 | 10.7% |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 1 | 5535 | 11.1% |
| 2 | 3807 | 7.6% |
| 3 | 3078 | 6.2% |
| 4 | 2626 | 5.3% |
| Value | Count | Frequency (%) |
| 193 | 1 | < 0.1% |
| 138 | 3 | |
| 112 | 1 | < 0.1% |
| 110 | 4 | |
| 96 | 1 | < 0.1% |
DeptStores_3m
Real number (ℝ)
| Distinct | 92 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.76012 |
| Minimum | 0 |
|---|---|
| Maximum | 187 |
| Zeros | 20359 |
| Zeros (%) | 40.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 16 |
| Maximum | 187 |
| Range | 187 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.832164735 |
|---|---|
| Coefficient of variation (CV) | 2.082956059 |
| Kurtosis | 65.82871473 |
| Mean | 3.76012 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.028340139 |
| Sum | 188006 |
| Variance | 61.34280444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1 | 7343 | 14.7% |
| 2 | 4793 | 9.6% |
| 3 | 3442 | 6.9% |
| 4 | 2539 | 5.1% |
| 5 | 1889 | 3.8% |
| 6 | 1340 | 2.7% |
| 7 | 1108 | 2.2% |
| 8 | 943 | 1.9% |
| 9 | 814 | 1.6% |
| Other values (82) | 5430 | 10.9% |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1 | 7343 | 14.7% |
| 2 | 4793 | 9.6% |
| 3 | 3442 | 6.9% |
| 4 | 2539 | 5.1% |
| Value | Count | Frequency (%) |
| 187 | 3 | |
| 140 | 5 | |
| 139 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 124 | 2 | < 0.1% |
Food_3m
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.91748 |
| Minimum | 0 |
|---|---|
| Maximum | 114 |
| Zeros | 34180 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 114 |
| Range | 114 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.608962741 |
|---|---|
| Coefficient of variation (CV) | 2.843618107 |
| Kurtosis | 433.8072451 |
| Mean | 0.91748 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.85156464 |
| Sum | 45874 |
| Variance | 6.806686583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 1 | 6851 | 13.7% |
| 2 | 3390 | 6.8% |
| 3 | 1911 | 3.8% |
| 4 | 1127 | 2.3% |
| 5 | 723 | 1.4% |
| 6 | 470 | 0.9% |
| 7 | 316 | 0.6% |
| 8 | 220 | 0.4% |
| 9 | 194 | 0.4% |
| Other values (32) | 618 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 1 | 6851 | 13.7% |
| 2 | 3390 | 6.8% |
| 3 | 1911 | 3.8% |
| 4 | 1127 | 2.3% |
| Value | Count | Frequency (%) |
| 114 | 5 | |
| 80 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 56 | 2 | < 0.1% |
| 55 | 2 | < 0.1% |
Auto_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15662 |
| Minimum | 0 |
|---|---|
| Maximum | 57 |
| Zeros | 46021 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 57 |
| Range | 57 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.435385447 |
|---|---|
| Coefficient of variation (CV) | 9.1647647 |
| Kurtosis | 970.2156726 |
| Mean | 0.15662 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.46302955 |
| Sum | 7831 |
| Variance | 2.060331382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 1 | 2983 | 6.0% |
| 2 | 620 | 1.2% |
| 3 | 159 | 0.3% |
| 4 | 53 | 0.1% |
| 5 | 36 | 0.1% |
| 33 | 33 | 0.1% |
| 6 | 25 | 0.1% |
| 57 | 16 | < 0.1% |
| 12 | 12 | < 0.1% |
| Other values (9) | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 1 | 2983 | 6.0% |
| 2 | 620 | 1.2% |
| 3 | 159 | 0.3% |
| 4 | 53 | 0.1% |
| Value | Count | Frequency (%) |
| 57 | 16 | |
| 33 | 33 | |
| 17 | 4 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
ClothStores_3m
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.89714 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 24277 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 8 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.372338547 |
|---|---|
| Coefficient of variation (CV) | 1.777590766 |
| Kurtosis | 34.01497166 |
| Mean | 1.89714 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.244303483 |
| Sum | 94857 |
| Variance | 11.37266727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 1 | 8140 | 16.3% |
| 2 | 5228 | 10.5% |
| 3 | 3403 | 6.8% |
| 4 | 2253 | 4.5% |
| 5 | 1730 | 3.5% |
| 6 | 1223 | 2.4% |
| 7 | 878 | 1.8% |
| 8 | 622 | 1.2% |
| 9 | 504 | 1.0% |
| Other values (31) | 1742 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 1 | 8140 | 16.3% |
| 2 | 5228 | 10.5% |
| 3 | 3403 | 6.8% |
| 4 | 2253 | 4.5% |
| Value | Count | Frequency (%) |
| 59 | 1 | < 0.1% |
| 57 | 9 | |
| 45 | 11 | |
| 42 | 1 | < 0.1% |
| 38 | 2 | < 0.1% |
MiscServices_3m
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.90552 |
| Minimum | 0 |
|---|---|
| Maximum | 93 |
| Zeros | 34785 |
| Zeros (%) | 69.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 93 |
| Range | 93 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.282427306 |
|---|---|
| Coefficient of variation (CV) | 3.624908677 |
| Kurtosis | 177.2661933 |
| Mean | 0.90552 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.07163845 |
| Sum | 45276 |
| Variance | 10.77432902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 1 | 7825 | 15.7% |
| 2 | 3072 | 6.1% |
| 3 | 1541 | 3.1% |
| 4 | 804 | 1.6% |
| 5 | 456 | 0.9% |
| 6 | 334 | 0.7% |
| 7 | 222 | 0.4% |
| 8 | 139 | 0.3% |
| 9 | 101 | 0.2% |
| Other values (48) | 721 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 1 | 7825 | 15.7% |
| 2 | 3072 | 6.1% |
| 3 | 1541 | 3.1% |
| 4 | 804 | 1.6% |
| Value | Count | Frequency (%) |
| 93 | 3 | < 0.1% |
| 78 | 1 | < 0.1% |
| 77 | 3 | < 0.1% |
| 66 | 10 | |
| 65 | 6 |
HomeF_3m
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07982 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 47285 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4301307567 |
|---|---|
| Coefficient of variation (CV) | 5.388759167 |
| Kurtosis | 451.2791605 |
| Mean | 0.07982 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.94272501 |
| Sum | 3991 |
| Variance | 0.1850124678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 1 | 1971 | 3.9% |
| 2 | 488 | 1.0% |
| 3 | 134 | 0.3% |
| 4 | 63 | 0.1% |
| 5 | 39 | 0.1% |
| 7 | 6 | < 0.1% |
| 6 | 5 | < 0.1% |
| 8 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (3) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 1 | 1971 | 3.9% |
| 2 | 488 | 1.0% |
| 3 | 134 | 0.3% |
| 4 | 63 | 0.1% |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 17 | 2 | |
| 10 | 2 | |
| 8 | 3 |
Electronics_3m
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.28572 |
| Minimum | 0 |
|---|---|
| Maximum | 133 |
| Zeros | 32112 |
| Zeros (%) | 64.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 133 |
| Range | 133 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.000290505 |
|---|---|
| Coefficient of variation (CV) | 3.111323232 |
| Kurtosis | 328.1721715 |
| Mean | 1.28572 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.51461061 |
| Sum | 64286 |
| Variance | 16.00232413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 1 | 7727 | 15.5% |
| 2 | 3378 | 6.8% |
| 3 | 1892 | 3.8% |
| 4 | 1059 | 2.1% |
| 5 | 826 | 1.7% |
| 6 | 600 | 1.2% |
| 7 | 412 | 0.8% |
| 8 | 389 | 0.8% |
| 9 | 274 | 0.5% |
| Other values (41) | 1331 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 1 | 7727 | 15.5% |
| 2 | 3378 | 6.8% |
| 3 | 1892 | 3.8% |
| 4 | 1059 | 2.1% |
| Value | Count | Frequency (%) |
| 133 | 9 | |
| 131 | 1 | < 0.1% |
| 87 | 2 | < 0.1% |
| 85 | 4 | < 0.1% |
| 82 | 13 |
MusicStores_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04938 |
| Minimum | 0 |
|---|---|
| Maximum | 163 |
| Zeros | 49307 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 163 |
| Range | 163 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.715948864 |
|---|---|
| Coefficient of variation (CV) | 34.74987575 |
| Kurtosis | 8177.573029 |
| Mean | 0.04938 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 87.28925641 |
| Sum | 2469 |
| Variance | 2.944480505 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 1 | 417 | 0.8% |
| 2 | 116 | 0.2% |
| 3 | 54 | 0.1% |
| 4 | 31 | 0.1% |
| 5 | 25 | 0.1% |
| 9 | 9 | < 0.1% |
| 6 | 9 | < 0.1% |
| 14 | 8 | < 0.1% |
| 24 | 6 | < 0.1% |
| Other values (8) | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 1 | 417 | 0.8% |
| 2 | 116 | 0.2% |
| 3 | 54 | 0.1% |
| 4 | 31 | 0.1% |
| Value | Count | Frequency (%) |
| 163 | 5 | |
| 65 | 1 | < 0.1% |
| 24 | 6 | |
| 17 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
Restaurants_3m
Real number (ℝ)
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9884 |
| Minimum | 0 |
|---|---|
| Maximum | 211 |
| Zeros | 20254 |
| Zeros (%) | 40.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 22 |
| Maximum | 211 |
| Range | 211 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 10.36514226 |
|---|---|
| Coefficient of variation (CV) | 2.077849063 |
| Kurtosis | 43.35942087 |
| Mean | 4.9884 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.114187663 |
| Sum | 249420 |
| Variance | 107.4361742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 1 | 6416 | 12.8% |
| 2 | 4003 | 8.0% |
| 3 | 3018 | 6.0% |
| 4 | 2248 | 4.5% |
| 5 | 1787 | 3.6% |
| 6 | 1459 | 2.9% |
| 7 | 1278 | 2.6% |
| 8 | 1090 | 2.2% |
| 9 | 908 | 1.8% |
| Other values (106) | 7539 | 15.1% |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 1 | 6416 | 12.8% |
| 2 | 4003 | 8.0% |
| 3 | 3018 | 6.0% |
| 4 | 2248 | 4.5% |
| Value | Count | Frequency (%) |
| 211 | 1 | < 0.1% |
| 201 | 1 | < 0.1% |
| 196 | 3 | |
| 161 | 1 | < 0.1% |
| 150 | 5 |
DigitalGoods_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.56234 |
| Minimum | 0 |
|---|---|
| Maximum | 184 |
| Zeros | 44043 |
| Zeros (%) | 88.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 184 |
| Range | 184 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.329892456 |
|---|---|
| Coefficient of variation (CV) | 7.699776748 |
| Kurtosis | 697.1504599 |
| Mean | 0.56234 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.67581288 |
| Sum | 28117 |
| Variance | 18.74796868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 1 | 2590 | 5.2% |
| 2 | 933 | 1.9% |
| 3 | 798 | 1.6% |
| 4 | 481 | 1.0% |
| 5 | 213 | 0.4% |
| 6 | 126 | 0.3% |
| 7 | 119 | 0.2% |
| 9 | 111 | 0.2% |
| 10 | 69 | 0.1% |
| Other values (43) | 517 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 1 | 2590 | 5.2% |
| 2 | 933 | 1.9% |
| 3 | 798 | 1.6% |
| 4 | 481 | 1.0% |
| Value | Count | Frequency (%) |
| 184 | 5 | |
| 137 | 7 | |
| 128 | 8 | |
| 121 | 6 | |
| 80 | 6 |
Alcohol_3m
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40314 |
| Minimum | 0 |
|---|---|
| Maximum | 105 |
| Zeros | 43436 |
| Zeros (%) | 86.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 105 |
| Range | 105 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.003411693 |
|---|---|
| Coefficient of variation (CV) | 4.969518513 |
| Kurtosis | 661.1060958 |
| Mean | 0.40314 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.19384547 |
| Sum | 20157 |
| Variance | 4.013658414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 1 | 3068 | 6.1% |
| 2 | 1356 | 2.7% |
| 3 | 694 | 1.4% |
| 4 | 372 | 0.7% |
| 5 | 234 | 0.5% |
| 6 | 183 | 0.4% |
| 7 | 129 | 0.3% |
| 8 | 102 | 0.2% |
| 10 | 62 | 0.1% |
| Other values (34) | 364 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 1 | 3068 | 6.1% |
| 2 | 1356 | 2.7% |
| 3 | 694 | 1.4% |
| 4 | 372 | 0.7% |
| Value | Count | Frequency (%) |
| 105 | 3 | |
| 91 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 47 | 2 |
Books_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15562 |
| Minimum | 0 |
|---|---|
| Maximum | 102 |
| Zeros | 45427 |
| Zeros (%) | 90.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.165654147 |
|---|---|
| Coefficient of variation (CV) | 7.490387785 |
| Kurtosis | 4749.355926 |
| Mean | 0.15562 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 57.77552351 |
| Sum | 7781 |
| Variance | 1.358749591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 1 | 3235 | 6.5% |
| 2 | 808 | 1.6% |
| 3 | 246 | 0.5% |
| 4 | 142 | 0.3% |
| 5 | 46 | 0.1% |
| 7 | 31 | 0.1% |
| 6 | 23 | < 0.1% |
| 8 | 9 | < 0.1% |
| 24 | 6 | < 0.1% |
| Other values (9) | 27 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 1 | 3235 | 6.5% |
| 2 | 808 | 1.6% |
| 3 | 246 | 0.5% |
| 4 | 142 | 0.3% |
| Value | Count | Frequency (%) |
| 102 | 4 | |
| 34 | 2 | < 0.1% |
| 27 | 6 | |
| 24 | 6 | |
| 15 | 4 |
Jewelry_3m
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18356 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 44421 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7054329728 |
|---|---|
| Coefficient of variation (CV) | 3.84306479 |
| Kurtosis | 636.7629954 |
| Mean | 0.18356 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.29820106 |
| Sum | 9178 |
| Variance | 0.4976356791 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 1 | 3638 | 7.3% |
| 2 | 1101 | 2.2% |
| 3 | 491 | 1.0% |
| 4 | 185 | 0.4% |
| 5 | 74 | 0.1% |
| 6 | 41 | 0.1% |
| 7 | 12 | < 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 9 | < 0.1% |
| Other values (4) | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 1 | 3638 | 7.3% |
| 2 | 1101 | 2.2% |
| 3 | 491 | 1.0% |
| 4 | 185 | 0.4% |
| Value | Count | Frequency (%) |
| 44 | 2 | < 0.1% |
| 14 | 4 | |
| 11 | 2 | < 0.1% |
| 10 | 9 | |
| 9 | 9 |
DirectM_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07514 |
| Minimum | 0 |
|---|---|
| Maximum | 35 |
| Zeros | 47389 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4828857463 |
|---|---|
| Coefficient of variation (CV) | 6.42648052 |
| Kurtosis | 920.1343764 |
| Mean | 0.07514 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.74502737 |
| Sum | 3757 |
| Variance | 0.233178644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 1 | 2118 | 4.2% |
| 2 | 292 | 0.6% |
| 3 | 88 | 0.2% |
| 4 | 42 | 0.1% |
| 7 | 18 | < 0.1% |
| 5 | 15 | < 0.1% |
| 6 | 13 | < 0.1% |
| 12 | 10 | < 0.1% |
| 14 | 5 | < 0.1% |
| Other values (4) | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 1 | 2118 | 4.2% |
| 2 | 292 | 0.6% |
| 3 | 88 | 0.2% |
| 4 | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 35 | 1 | < 0.1% |
| 19 | 4 | < 0.1% |
| 14 | 5 | |
| 12 | 10 | |
| 11 | 1 | < 0.1% |
Cash_3m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
QuasiCash_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00088 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 49969 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04426358306 |
|---|---|
| Coefficient of variation (CV) | 50.2995262 |
| Kurtosis | 7567.308021 |
| Mean | 0.00088 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.89338677 |
| Sum | 44 |
| Variance | 0.001959264785 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 1 | 26 | 0.1% |
| 5 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 1 | 26 | 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 1 | 26 | 0.1% |
| 0 | 49969 |
FS_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00138 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 49931 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03712308126 |
|---|---|
| Coefficient of variation (CV) | 26.90078352 |
| Kurtosis | 719.7111522 |
| Mean | 0.00138 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.86414644 |
| Sum | 69 |
| Variance | 0.001378123162 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 1 | 69 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 1 | 69 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 69 | 0.1% |
| 0 | 49931 |
RentPayments_3m
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62926 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 38583 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.428710144 |
|---|---|
| Coefficient of variation (CV) | 2.27046077 |
| Kurtosis | 8.04876218 |
| Mean | 0.62926 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.738019177 |
| Sum | 31463 |
| Variance | 2.041212677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 1 | 3266 | 6.5% |
| 2 | 2806 | 5.6% |
| 3 | 2330 | 4.7% |
| 4 | 1314 | 2.6% |
| 5 | 733 | 1.5% |
| 6 | 428 | 0.9% |
| 7 | 325 | 0.7% |
| 8 | 130 | 0.3% |
| 9 | 64 | 0.1% |
| Other values (3) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 1 | 3266 | 6.5% |
| 2 | 2806 | 5.6% |
| 3 | 2330 | 4.7% |
| 4 | 1314 | 2.6% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 18 | < 0.1% |
| 9 | 64 | |
| 8 | 130 |
WalletLoad_3m
Real number (ℝ)
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9795 |
| Minimum | 0 |
|---|---|
| Maximum | 225 |
| Zeros | 39449 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 225 |
| Range | 225 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.473615989 |
|---|---|
| Coefficient of variation (CV) | 4.567244501 |
| Kurtosis | 569.5985459 |
| Mean | 0.9795 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.61054299 |
| Sum | 48975 |
| Variance | 20.01324001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1 | 3921 | 7.8% |
| 2 | 1912 | 3.8% |
| 3 | 1153 | 2.3% |
| 4 | 799 | 1.6% |
| 5 | 548 | 1.1% |
| 6 | 411 | 0.8% |
| 7 | 266 | 0.5% |
| 9 | 223 | 0.4% |
| 8 | 213 | 0.4% |
| Other values (63) | 1105 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1 | 3921 | 7.8% |
| 2 | 1912 | 3.8% |
| 3 | 1153 | 2.3% |
| 4 | 799 | 1.6% |
| Value | Count | Frequency (%) |
| 225 | 2 | |
| 202 | 1 | |
| 184 | 1 | |
| 162 | 1 | |
| 144 | 2 |
BusinessServ_3m
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.552 |
| Minimum | 0 |
|---|---|
| Maximum | 211 |
| Zeros | 28973 |
| Zeros (%) | 57.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 211 |
| Range | 211 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 5.539576675 |
|---|---|
| Coefficient of variation (CV) | 3.569314868 |
| Kurtosis | 404.4159115 |
| Mean | 1.552 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.30107829 |
| Sum | 77600 |
| Variance | 30.68690974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1 | 8419 | 16.8% |
| 2 | 4421 | 8.8% |
| 3 | 2568 | 5.1% |
| 4 | 1677 | 3.4% |
| 5 | 986 | 2.0% |
| 6 | 756 | 1.5% |
| 7 | 505 | 1.0% |
| 8 | 317 | 0.6% |
| 9 | 225 | 0.4% |
| Other values (53) | 1153 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1 | 8419 | 16.8% |
| 2 | 4421 | 8.8% |
| 3 | 2568 | 5.1% |
| 4 | 1677 | 3.4% |
| Value | Count | Frequency (%) |
| 211 | 5 | < 0.1% |
| 149 | 4 | < 0.1% |
| 130 | 14 | |
| 114 | 4 | < 0.1% |
| 107 | 7 |
ProfServ_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23736 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 44022 |
| Zeros (%) | 88.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.442366749 |
|---|---|
| Coefficient of variation (CV) | 6.076705212 |
| Kurtosis | 543.1740231 |
| Mean | 0.23736 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.80803992 |
| Sum | 11868 |
| Variance | 2.080421839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 1 | 3979 | 8.0% |
| 2 | 1173 | 2.3% |
| 3 | 391 | 0.8% |
| 4 | 141 | 0.3% |
| 5 | 91 | 0.2% |
| 40 | 34 | 0.1% |
| 9 | 27 | 0.1% |
| 8 | 26 | 0.1% |
| 6 | 26 | 0.1% |
| Other values (16) | 90 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 1 | 3979 | 8.0% |
| 2 | 1173 | 2.3% |
| 3 | 391 | 0.8% |
| 4 | 141 | 0.3% |
| Value | Count | Frequency (%) |
| 42 | 9 | < 0.1% |
| 40 | 34 | |
| 30 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
Education_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38266 |
| Minimum | 0 |
|---|---|
| Maximum | 95 |
| Zeros | 41554 |
| Zeros (%) | 83.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 95 |
| Range | 95 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.128558653 |
|---|---|
| Coefficient of variation (CV) | 5.562532413 |
| Kurtosis | 739.0244771 |
| Mean | 0.38266 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.97968228 |
| Sum | 19133 |
| Variance | 4.53076194 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 1 | 5057 | 10.1% |
| 2 | 1814 | 3.6% |
| 3 | 660 | 1.3% |
| 4 | 351 | 0.7% |
| 5 | 176 | 0.4% |
| 6 | 110 | 0.2% |
| 7 | 48 | 0.1% |
| 9 | 34 | 0.1% |
| 8 | 28 | 0.1% |
| Other values (28) | 168 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 1 | 5057 | 10.1% |
| 2 | 1814 | 3.6% |
| 3 | 660 | 1.3% |
| 4 | 351 | 0.7% |
| Value | Count | Frequency (%) |
| 95 | 1 | < 0.1% |
| 83 | 12 | |
| 44 | 6 | |
| 43 | 5 | |
| 42 | 8 |
GovtServices_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.33948 |
| Minimum | 0 |
|---|---|
| Maximum | 1127 |
| Zeros | 36573 |
| Zeros (%) | 73.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 1127 |
| Range | 1127 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 16.38762229 |
|---|---|
| Coefficient of variation (CV) | 12.23431652 |
| Kurtosis | 2880.094419 |
| Mean | 1.33948 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 47.9914472 |
| Sum | 66974 |
| Variance | 268.5541644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 1 | 5756 | 11.5% |
| 2 | 2805 | 5.6% |
| 3 | 1556 | 3.1% |
| 4 | 924 | 1.8% |
| 5 | 547 | 1.1% |
| 6 | 400 | 0.8% |
| 7 | 319 | 0.6% |
| 8 | 173 | 0.3% |
| 9 | 139 | 0.3% |
| Other values (49) | 808 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 1 | 5756 | 11.5% |
| 2 | 2805 | 5.6% |
| 3 | 1556 | 3.1% |
| 4 | 924 | 1.8% |
| Value | Count | Frequency (%) |
| 1127 | 6 | < 0.1% |
| 390 | 33 | |
| 217 | 2 | < 0.1% |
| 171 | 1 | < 0.1% |
| 157 | 1 | < 0.1% |
Agri_amt_3m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
Contract_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 235 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 220.2849898 |
| Minimum | 0 |
|---|---|
| Maximum | 440000 |
| Zeros | 49536 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 440000 |
| Range | 440000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6200.959492 |
|---|---|
| Coefficient of variation (CV) | 28.14971414 |
| Kurtosis | 2493.646558 |
| Mean | 220.2849898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 45.61014742 |
| Sum | 11014249.49 |
| Variance | 38451898.63 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 199 | 18 | < 0.1% |
| 1000 | 9 | < 0.1% |
| 1299 | 9 | < 0.1% |
| 100000 | 8 | < 0.1% |
| 2800 | 8 | < 0.1% |
| 10000 | 7 | < 0.1% |
| 50000 | 7 | < 0.1% |
| 68355 | 6 | < 0.1% |
| 30000 | 6 | < 0.1% |
| Other values (225) | 386 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 10 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 50 | 6 | < 0.1% |
| 71.58 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 440000 | 1 | |
| 405200 | 1 | |
| 400000 | 1 | |
| 395000 | 1 | |
| 380000 | 1 |
Airline_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1492 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4669.319054 |
| Minimum | 0 |
|---|---|
| Maximum | 2694664 |
| Zeros | 46359 |
| Zeros (%) | 92.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3919.5 |
| Maximum | 2694664 |
| Range | 2694664 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 55460.76836 |
|---|---|
| Coefficient of variation (CV) | 11.87769945 |
| Kurtosis | 1166.967589 |
| Mean | 4669.319054 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.18308024 |
| Sum | 233465952.7 |
| Variance | 3075896827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 150 | 72 | 0.1% |
| 300 | 66 | 0.1% |
| 250 | 60 | 0.1% |
| 200 | 52 | 0.1% |
| 100 | 44 | 0.1% |
| 450 | 40 | 0.1% |
| 170811 | 33 | 0.1% |
| 400 | 31 | 0.1% |
| 350 | 28 | 0.1% |
| Other values (1482) | 3215 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 50 | 2 | < 0.1% |
| 99 | 3 | < 0.1% |
| 100 | 44 | 0.1% |
| 104.25 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2694664 | 2 | < 0.1% |
| 2444185.67 | 8 | |
| 2417315 | 1 | < 0.1% |
| 2088682 | 2 | < 0.1% |
| 1972827 | 2 | < 0.1% |
transport_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6259 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6478.121951 |
| Minimum | 0 |
|---|---|
| Maximum | 2169027.5 |
| Zeros | 37570 |
| Zeros (%) | 75.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 24000 |
| Maximum | 2169027.5 |
| Range | 2169027.5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 47412.96853 |
|---|---|
| Coefficient of variation (CV) | 7.318937323 |
| Kurtosis | 561.0998448 |
| Mean | 6478.121951 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.68576257 |
| Sum | 323906097.6 |
| Variance | 2247989585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 2 | 221 | 0.4% |
| 1000 | 117 | 0.2% |
| 500 | 77 | 0.2% |
| 1 | 65 | 0.1% |
| 2000 | 53 | 0.1% |
| 200 | 45 | 0.1% |
| 1500 | 43 | 0.1% |
| 300 | 34 | 0.1% |
| 4 | 33 | 0.1% |
| Other values (6249) | 11742 | 23.5% |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 1 | 65 | 0.1% |
| 1.3 | 1 | < 0.1% |
| 2 | 221 | 0.4% |
| 2.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2169027.5 | 1 | < 0.1% |
| 1403342.66 | 25 | |
| 1150000 | 6 | < 0.1% |
| 1027529.2 | 1 | < 0.1% |
| 1019060 | 1 | < 0.1% |
Insurance_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6348 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9789.220463 |
| Minimum | 0 |
|---|---|
| Maximum | 4484200 |
| Zeros | 39445 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 42734.95 |
| Maximum | 4484200 |
| Range | 4484200 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 70123.11161 |
|---|---|
| Coefficient of variation (CV) | 7.163298843 |
| Kurtosis | 1813.36226 |
| Mean | 9789.220463 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.35284618 |
| Sum | 489461023.2 |
| Variance | 4917250782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1116060 | 33 | 0.1% |
| 530 | 33 | 0.1% |
| 10000 | 27 | 0.1% |
| 15000 | 26 | 0.1% |
| 5000 | 26 | 0.1% |
| 3801 | 21 | < 0.1% |
| 102250 | 20 | < 0.1% |
| 887 | 20 | < 0.1% |
| 52250 | 18 | < 0.1% |
| Other values (6338) | 10331 | 20.7% |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1 | 1 | < 0.1% |
| 2 | 5 | < 0.1% |
| 11 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4484200 | 1 | < 0.1% |
| 4275963 | 5 | |
| 2176772.64 | 2 | < 0.1% |
| 1486353.22 | 1 | < 0.1% |
| 1329325.26 | 4 |
Hotels_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6237 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6508.666604 |
| Minimum | 0 |
|---|---|
| Maximum | 4479268.69 |
| Zeros | 36891 |
| Zeros (%) | 73.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 356 |
| 95-th percentile | 25603.06 |
| Maximum | 4479268.69 |
| Range | 4479268.69 |
| Interquartile range (IQR) | 356 |
Descriptive statistics
| Standard deviation | 49810.4365 |
|---|---|
| Coefficient of variation (CV) | 7.65294023 |
| Kurtosis | 3040.056778 |
| Mean | 6508.666604 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.77689715 |
| Sum | 325433330.2 |
| Variance | 2481079584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 3000 | 48 | 0.1% |
| 2000 | 43 | 0.1% |
| 1760 | 34 | 0.1% |
| 1500 | 30 | 0.1% |
| 5000 | 29 | 0.1% |
| 10000 | 29 | 0.1% |
| 1000 | 26 | 0.1% |
| 4000 | 26 | 0.1% |
| 2500 | 25 | 0.1% |
| Other values (6227) | 12819 | 25.6% |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 1 | 4 | < 0.1% |
| 2 | 18 | < 0.1% |
| 6 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4479268.69 | 2 | < 0.1% |
| 2260639.29 | 2 | < 0.1% |
| 1723207.74 | 7 | |
| 1576184.34 | 2 | < 0.1% |
| 1027180.5 | 4 |
Railways_amt_3m
Real number (ℝ)
| Distinct | 6459 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5483.707647 |
| Minimum | 0 |
|---|---|
| Maximum | 1080511 |
| Zeros | 39278 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 22424.38 |
| Maximum | 1080511 |
| Range | 1080511 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 32094.90815 |
|---|---|
| Coefficient of variation (CV) | 5.852775206 |
| Kurtosis | 295.10659 |
| Mean | 5483.707647 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.74147247 |
| Sum | 274185382.4 |
| Variance | 1030083129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 500 | 45 | 0.1% |
| 3897 | 33 | 0.1% |
| 200 | 30 | 0.1% |
| 300 | 29 | 0.1% |
| 102.12 | 27 | 0.1% |
| 57457.7 | 25 | 0.1% |
| 100 | 24 | < 0.1% |
| 644062.26 | 20 | < 0.1% |
| 1 | 18 | < 0.1% |
| Other values (6449) | 10471 | 20.9% |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 1 | 18 | < 0.1% |
| 1.21 | 1 | < 0.1% |
| 1.53 | 1 | < 0.1% |
| 2 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1080511 | 2 | < 0.1% |
| 820633.41 | 11 | |
| 785491 | 2 | < 0.1% |
| 783356.6 | 1 | < 0.1% |
| 650000 | 2 | < 0.1% |
Airports_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.370073 |
| Minimum | 0 |
|---|---|
| Maximum | 14471.55 |
| Zeros | 49945 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14471.55 |
| Range | 14471.55 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 190.1376108 |
|---|---|
| Coefficient of variation (CV) | 43.50902394 |
| Kurtosis | 2906.5728 |
| Mean | 4.370073 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.14727746 |
| Sum | 218503.65 |
| Variance | 36152.31103 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 10300 | 12 | < 0.1% |
| 750 | 5 | < 0.1% |
| 150 | 3 | < 0.1% |
| 600 | 3 | < 0.1% |
| 1500 | 3 | < 0.1% |
| 5200 | 3 | < 0.1% |
| 500 | 2 | < 0.1% |
| 2175.53 | 2 | < 0.1% |
| 1920 | 2 | < 0.1% |
| Other values (17) | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 121.09 | 1 | < 0.1% |
| 130 | 1 | < 0.1% |
| 150 | 3 | < 0.1% |
| 240 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14471.55 | 1 | < 0.1% |
| 10300 | 12 | |
| 8732.42 | 1 | < 0.1% |
| 6195 | 1 | < 0.1% |
| 5200 | 3 | < 0.1% |
Utility_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 14777 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20979.84211 |
| Minimum | 0 |
|---|---|
| Maximum | 4087763.19 |
| Zeros | 20688 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 984.6 |
| Q3 | 7823.165 |
| 95-th percentile | 67000 |
| Maximum | 4087763.19 |
| Range | 4087763.19 |
| Interquartile range (IQR) | 7823.165 |
Descriptive statistics
| Standard deviation | 141481.9163 |
|---|---|
| Coefficient of variation (CV) | 6.743707393 |
| Kurtosis | 547.0708129 |
| Mean | 20979.84211 |
| Median Absolute Deviation (MAD) | 984.6 |
| Skewness | 21.14555362 |
| Sum | 1048992105 |
| Variance | 2.001713264 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 2 | 204 | 0.4% |
| 1947 | 149 | 0.3% |
| 1178.82 | 139 | 0.3% |
| 666 | 132 | 0.3% |
| 2999 | 110 | 0.2% |
| 597 | 94 | 0.2% |
| 4000 | 84 | 0.2% |
| 719 | 80 | 0.2% |
| 1298 | 67 | 0.1% |
| Other values (14767) | 28253 |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 1 | 10 | < 0.1% |
| 1.18 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 2 | 204 | 0.4% |
| Value | Count | Frequency (%) |
| 4087763.19 | 34 | |
| 3293669.12 | 3 | < 0.1% |
| 2983747.64 | 14 | |
| 2179970.74 | 2 | < 0.1% |
| 2135000 | 2 | < 0.1% |
Retail_amt_3m
Real number (ℝ)
| Distinct | 11163 |
|---|---|
| Distinct (%) | 22.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10277.3661 |
| Minimum | 0 |
|---|---|
| Maximum | 2444657.25 |
| Zeros | 25725 |
| Zeros (%) | 51.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4815.2775 |
| 95-th percentile | 40845.3 |
| Maximum | 2444657.25 |
| Range | 2444657.25 |
| Interquartile range (IQR) | 4815.2775 |
Descriptive statistics
| Standard deviation | 49404.26127 |
|---|---|
| Coefficient of variation (CV) | 4.807093645 |
| Kurtosis | 477.3922902 |
| Mean | 10277.3661 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.10848078 |
| Sum | 513868305.1 |
| Variance | 2440781032 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 4000 | 155 | 0.3% |
| 5000 | 88 | 0.2% |
| 1000 | 88 | 0.2% |
| 500 | 83 | 0.2% |
| 2000 | 75 | 0.1% |
| 10000 | 71 | 0.1% |
| 300 | 56 | 0.1% |
| 3000 | 55 | 0.1% |
| 2500 | 48 | 0.1% |
| Other values (11153) | 23556 |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 1 | 10 | < 0.1% |
| 2 | 47 | 0.1% |
| 3 | 1 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2444657.25 | 1 | < 0.1% |
| 2028399.4 | 1 | < 0.1% |
| 1950777.21 | 1 | < 0.1% |
| 1700000 | 1 | < 0.1% |
| 1447823 | 11 |
Medical_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 8057 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5956.067773 |
| Minimum | 0 |
|---|---|
| Maximum | 2402098 |
| Zeros | 32314 |
| Zeros (%) | 64.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1402 |
| 95-th percentile | 23824.6725 |
| Maximum | 2402098 |
| Range | 2402098 |
| Interquartile range (IQR) | 1402 |
Descriptive statistics
| Standard deviation | 37995.19547 |
|---|---|
| Coefficient of variation (CV) | 6.379241626 |
| Kurtosis | 1358.903652 |
| Mean | 5956.067773 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.47865804 |
| Sum | 297803388.7 |
| Variance | 1443634878 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 127 | 0.3% |
| 1000 | 88 | 0.2% |
| 800 | 78 | 0.2% |
| 600 | 76 | 0.2% |
| 500 | 73 | 0.1% |
| 400 | 66 | 0.1% |
| 10000 | 62 | 0.1% |
| 1500 | 60 | 0.1% |
| 386 | 58 | 0.1% |
| Other values (8047) | 16998 |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 127 | 0.3% |
| 1.74 | 1 | < 0.1% |
| 2 | 16 | < 0.1% |
| 2.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2402098 | 3 | |
| 1920000 | 2 | |
| 1200021 | 1 | < 0.1% |
| 1004101.15 | 2 | |
| 991851 | 3 |
Fuel_amt_3m
Real number (ℝ)
| Distinct | 15280 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7818.260737 |
| Minimum | 0 |
|---|---|
| Maximum | 720806.32 |
| Zeros | 21967 |
| Zeros (%) | 43.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 957.51 |
| Q3 | 8259.5975 |
| 95-th percentile | 34593.08 |
| Maximum | 720806.32 |
| Range | 720806.32 |
| Interquartile range (IQR) | 8259.5975 |
Descriptive statistics
| Standard deviation | 19450.44167 |
|---|---|
| Coefficient of variation (CV) | 2.487822078 |
| Kurtosis | 207.5981641 |
| Mean | 7818.260737 |
| Median Absolute Deviation (MAD) | 957.51 |
| Skewness | 9.776964854 |
| Sum | 390913036.8 |
| Variance | 378319681.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 2023.6 | 248 | 0.5% |
| 3035.4 | 237 | 0.5% |
| 2020 | 208 | 0.4% |
| 1011.8 | 201 | 0.4% |
| 1010 | 182 | 0.4% |
| 505 | 153 | 0.3% |
| 4047.2 | 128 | 0.3% |
| 2529.5 | 100 | 0.2% |
| 505.9 | 97 | 0.2% |
| Other values (15270) | 26479 |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 40.47 | 1 | < 0.1% |
| 41.36 | 2 | < 0.1% |
| 50.5 | 1 | < 0.1% |
| 70.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 720806.32 | 3 | |
| 642096.54 | 2 | |
| 457796.21 | 2 | |
| 301441.79 | 3 | |
| 280881.76 | 3 |
DeptStores_amt_3m
Real number (ℝ)
| Distinct | 16736 |
|---|---|
| Distinct (%) | 33.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11766.24459 |
| Minimum | 0 |
|---|---|
| Maximum | 2500871.5 |
| Zeros | 20359 |
| Zeros (%) | 40.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1025.85 |
| Q3 | 6647.36 |
| 95-th percentile | 30875.1925 |
| Maximum | 2500871.5 |
| Range | 2500871.5 |
| Interquartile range (IQR) | 6647.36 |
Descriptive statistics
| Standard deviation | 64171.46191 |
|---|---|
| Coefficient of variation (CV) | 5.453860949 |
| Kurtosis | 434.6925681 |
| Mean | 11766.24459 |
| Median Absolute Deviation (MAD) | 1025.85 |
| Skewness | 17.05207472 |
| Sum | 588312229.7 |
| Variance | 4117976523 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1000 | 50 | 0.1% |
| 10000 | 43 | 0.1% |
| 3889.84 | 34 | 0.1% |
| 900 | 33 | 0.1% |
| 17463.93 | 33 | 0.1% |
| 200 | 31 | 0.1% |
| 25000 | 29 | 0.1% |
| 3000 | 27 | 0.1% |
| 5000 | 27 | 0.1% |
| Other values (16726) | 29334 |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1 | 6 | < 0.1% |
| 1.36 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.34 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2500871.5 | 3 | < 0.1% |
| 2428372 | 1 | < 0.1% |
| 2059552.18 | 8 | |
| 1392592.48 | 4 | |
| 1307000 | 2 | < 0.1% |
Food_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5214 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1385.462862 |
| Minimum | 0 |
|---|---|
| Maximum | 1096500 |
| Zeros | 34180 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 485 |
| 95-th percentile | 5079.79 |
| Maximum | 1096500 |
| Range | 1096500 |
| Interquartile range (IQR) | 485 |
Descriptive statistics
| Standard deviation | 14397.16652 |
|---|---|
| Coefficient of variation (CV) | 10.39159325 |
| Kurtosis | 3266.876924 |
| Mean | 1385.462862 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 49.93555124 |
| Sum | 69273143.11 |
| Variance | 207278403.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 2 | 92 | 0.2% |
| 500 | 73 | 0.1% |
| 400 | 57 | 0.1% |
| 1000 | 50 | 0.1% |
| 450 | 49 | 0.1% |
| 200 | 47 | 0.1% |
| 300 | 46 | 0.1% |
| 480 | 46 | 0.1% |
| 4 | 43 | 0.1% |
| Other values (5204) | 15317 |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 1 | 3 | < 0.1% |
| 2 | 92 | 0.2% |
| 3.12 | 1 | < 0.1% |
| 4 | 43 | 0.1% |
| Value | Count | Frequency (%) |
| 1096500 | 2 | < 0.1% |
| 1046805 | 3 | |
| 539123 | 1 | < 0.1% |
| 521890 | 1 | < 0.1% |
| 488020 | 5 |
Auto_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1867 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2167.957446 |
| Minimum | 0 |
|---|---|
| Maximum | 1219987 |
| Zeros | 46021 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4747.1 |
| Maximum | 1219987 |
| Range | 1219987 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 26685.79818 |
|---|---|
| Coefficient of variation (CV) | 12.30918911 |
| Kurtosis | 777.9184609 |
| Mean | 2167.957446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.52549873 |
| Sum | 108397872.3 |
| Variance | 712131824.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 10000 | 56 | 0.1% |
| 670267.04 | 33 | 0.1% |
| 25000 | 29 | 0.1% |
| 11000 | 27 | 0.1% |
| 3000 | 25 | 0.1% |
| 5000 | 24 | < 0.1% |
| 1000 | 23 | < 0.1% |
| 2000 | 21 | < 0.1% |
| 21000 | 21 | < 0.1% |
| Other values (1857) | 3720 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 59 | 2 | < 0.1% |
| 60 | 2 | < 0.1% |
| 66 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1219987 | 4 | < 0.1% |
| 802400 | 1 | < 0.1% |
| 800000 | 4 | < 0.1% |
| 709100 | 4 | < 0.1% |
| 670267.04 | 33 |
ClothStores_amt_3m
Real number (ℝ)
| Distinct | 12156 |
|---|---|
| Distinct (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9433.808793 |
| Minimum | 0 |
|---|---|
| Maximum | 1154700 |
| Zeros | 24277 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 499 |
| Q3 | 7897.24 |
| 95-th percentile | 39944.9 |
| Maximum | 1154700 |
| Range | 1154700 |
| Interquartile range (IQR) | 7897.24 |
Descriptive statistics
| Standard deviation | 31098.84787 |
|---|---|
| Coefficient of variation (CV) | 3.296531502 |
| Kurtosis | 291.5345429 |
| Mean | 9433.808793 |
| Median Absolute Deviation (MAD) | 499 |
| Skewness | 13.04381894 |
| Sum | 471690439.6 |
| Variance | 967138338.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 5000 | 54 | 0.1% |
| 3000 | 52 | 0.1% |
| 1000 | 49 | 0.1% |
| 400 | 48 | 0.1% |
| 2000 | 43 | 0.1% |
| 1500 | 42 | 0.1% |
| 1499 | 36 | 0.1% |
| 599 | 34 | 0.1% |
| 999 | 34 | 0.1% |
| Other values (12146) | 25331 |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 2 | 27 | 0.1% |
| 3.1 | 1 | < 0.1% |
| 10 | 7 | < 0.1% |
| 11 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1154700 | 3 | |
| 964208.44 | 3 | |
| 837031.06 | 4 | |
| 800000 | 1 | < 0.1% |
| 789448.5 | 1 | < 0.1% |
MiscServices_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5445 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2870.836041 |
| Minimum | 0 |
|---|---|
| Maximum | 1568000 |
| Zeros | 34785 |
| Zeros (%) | 69.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 308 |
| 95-th percentile | 11139.15 |
| Maximum | 1568000 |
| Range | 1568000 |
| Interquartile range (IQR) | 308 |
Descriptive statistics
| Standard deviation | 21446.42166 |
|---|---|
| Coefficient of variation (CV) | 7.470444621 |
| Kurtosis | 1377.045698 |
| Mean | 2870.836041 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.16463497 |
| Sum | 143541802.1 |
| Variance | 459949002.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 2 | 1374 | 2.7% |
| 1000 | 73 | 0.1% |
| 500 | 68 | 0.1% |
| 600 | 64 | 0.1% |
| 2000 | 60 | 0.1% |
| 5000 | 56 | 0.1% |
| 2500 | 53 | 0.1% |
| 3000 | 52 | 0.1% |
| 6000 | 51 | 0.1% |
| Other values (5435) | 13364 | 26.7% |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 1 | 10 | < 0.1% |
| 2 | 1374 | 2.7% |
| 3 | 1 | < 0.1% |
| 4 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1568000 | 1 | |
| 1105500 | 2 | |
| 1000705.7 | 2 | |
| 833000 | 2 | |
| 810929 | 2 |
HomeF_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1244 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1107.691418 |
| Minimum | 0 |
|---|---|
| Maximum | 521180.38 |
| Zeros | 47285 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 800 |
| Maximum | 521180.38 |
| Range | 521180.38 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11198.17701 |
|---|---|
| Coefficient of variation (CV) | 10.10947348 |
| Kurtosis | 961.430417 |
| Mean | 1107.691418 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.28062187 |
| Sum | 55384570.89 |
| Variance | 125399168.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 5000 | 32 | 0.1% |
| 20000 | 25 | 0.1% |
| 10000 | 21 | < 0.1% |
| 1000 | 16 | < 0.1% |
| 15000 | 13 | < 0.1% |
| 4200 | 13 | < 0.1% |
| 4449 | 12 | < 0.1% |
| 8000 | 12 | < 0.1% |
| 30000 | 12 | < 0.1% |
| Other values (1234) | 2559 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 1 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 521180.38 | 2 | < 0.1% |
| 516155 | 1 | < 0.1% |
| 500000 | 6 | |
| 387326 | 1 | < 0.1% |
| 353000 | 1 | < 0.1% |
Electronics_amt_3m
Real number (ℝ)
| Distinct | 8450 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7785.50485 |
| Minimum | 0 |
|---|---|
| Maximum | 1075000 |
| Zeros | 32112 |
| Zeros (%) | 64.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2105 |
| 95-th percentile | 36104.53 |
| Maximum | 1075000 |
| Range | 1075000 |
| Interquartile range (IQR) | 2105 |
Descriptive statistics
| Standard deviation | 37669.26346 |
|---|---|
| Coefficient of variation (CV) | 4.838384175 |
| Kurtosis | 260.1614027 |
| Mean | 7785.50485 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.72312102 |
| Sum | 389275242.5 |
| Variance | 1418973409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 199 | 103 | 0.2% |
| 1499 | 57 | 0.1% |
| 549 | 52 | 0.1% |
| 299 | 50 | 0.1% |
| 2 | 42 | 0.1% |
| 10000 | 41 | 0.1% |
| 2000 | 41 | 0.1% |
| 2999 | 40 | 0.1% |
| 15000 | 36 | 0.1% |
| Other values (8440) | 17426 |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 1 | 25 | 0.1% |
| 2 | 42 | 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1075000 | 1 | < 0.1% |
| 1004027.56 | 3 | < 0.1% |
| 959690 | 3 | < 0.1% |
| 942423 | 13 | |
| 790833.6 | 3 | < 0.1% |
MusicStores_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 246 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.767819 |
| Minimum | 0 |
|---|---|
| Maximum | 272142 |
| Zeros | 49307 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 272142 |
| Range | 272142 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2954.615352 |
|---|---|
| Coefficient of variation (CV) | 33.66399422 |
| Kurtosis | 7219.326039 |
| Mean | 87.767819 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 80.00078775 |
| Sum | 4388390.95 |
| Variance | 8729751.876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 99 | 22 | < 0.1% |
| 2000 | 18 | < 0.1% |
| 149 | 14 | < 0.1% |
| 5000 | 14 | < 0.1% |
| 75 | 13 | < 0.1% |
| 1499 | 13 | < 0.1% |
| 449 | 13 | < 0.1% |
| 269 | 12 | < 0.1% |
| 169 | 11 | < 0.1% |
| Other values (236) | 563 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 5 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 15 | 5 | < 0.1% |
| 18 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 272142 | 5 | |
| 88411 | 1 | < 0.1% |
| 50179 | 2 | < 0.1% |
| 49500 | 2 | < 0.1% |
| 39000 | 1 | < 0.1% |
Restaurants_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 14564 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5916.247728 |
| Minimum | 0 |
|---|---|
| Maximum | 1020000 |
| Zeros | 20254 |
| Zeros (%) | 40.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 680.1 |
| Q3 | 4861 |
| 95-th percentile | 24971 |
| Maximum | 1020000 |
| Range | 1020000 |
| Interquartile range (IQR) | 4861 |
Descriptive statistics
| Standard deviation | 22675.5409 |
|---|---|
| Coefficient of variation (CV) | 3.832757169 |
| Kurtosis | 668.8097281 |
| Mean | 5916.247728 |
| Median Absolute Deviation (MAD) | 680.1 |
| Skewness | 20.79086653 |
| Sum | 295812386.4 |
| Variance | 514180154.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 2 | 399 | 0.8% |
| 4 | 152 | 0.3% |
| 300 | 42 | 0.1% |
| 6 | 37 | 0.1% |
| 2061.65 | 33 | 0.1% |
| 220 | 32 | 0.1% |
| 1000 | 32 | 0.1% |
| 900 | 31 | 0.1% |
| 400 | 30 | 0.1% |
| Other values (14554) | 28958 |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 1 | 4 | < 0.1% |
| 2 | 399 | 0.8% |
| 4 | 152 | 0.3% |
| 6 | 37 | 0.1% |
| Value | Count | Frequency (%) |
| 1020000 | 1 | < 0.1% |
| 1000000 | 1 | < 0.1% |
| 863465.05 | 9 | |
| 657847.38 | 7 | |
| 495000 | 1 | < 0.1% |
DigitalGoods_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1822 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2473.969376 |
| Minimum | 0 |
|---|---|
| Maximum | 948600 |
| Zeros | 44043 |
| Zeros (%) | 88.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1891 |
| Maximum | 948600 |
| Range | 948600 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 30509.16017 |
|---|---|
| Coefficient of variation (CV) | 12.33206865 |
| Kurtosis | 531.4836965 |
| Mean | 2473.969376 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.24664222 |
| Sum | 123698468.8 |
| Variance | 930808854.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 2 | 169 | 0.3% |
| 1300 | 120 | 0.2% |
| 390 | 112 | 0.2% |
| 299 | 106 | 0.2% |
| 200 | 84 | 0.2% |
| 387 | 71 | 0.1% |
| 20 | 64 | 0.1% |
| 567 | 64 | 0.1% |
| 258 | 55 | 0.1% |
| Other values (1812) | 5112 | 10.2% |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 1 | 42 | 0.1% |
| 2 | 169 | 0.3% |
| 4 | 14 | < 0.1% |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 948600 | 8 | < 0.1% |
| 884000 | 2 | < 0.1% |
| 865000 | 20 | |
| 811681.72 | 2 | < 0.1% |
| 602499 | 5 | < 0.1% |
Alcohol_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2019 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 797.6000446 |
| Minimum | 0 |
|---|---|
| Maximum | 399994 |
| Zeros | 43436 |
| Zeros (%) | 86.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3683 |
| Maximum | 399994 |
| Range | 399994 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6130.755373 |
|---|---|
| Coefficient of variation (CV) | 7.686503297 |
| Kurtosis | 1671.293833 |
| Mean | 797.6000446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.97707862 |
| Sum | 39880002.23 |
| Variance | 37586161.44 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 900 | 48 | 0.1% |
| 600 | 47 | 0.1% |
| 360 | 42 | 0.1% |
| 1200 | 34 | 0.1% |
| 400 | 34 | 0.1% |
| 800 | 31 | 0.1% |
| 720 | 30 | 0.1% |
| 300 | 30 | 0.1% |
| 540 | 30 | 0.1% |
| Other values (2009) | 6238 | 12.5% |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 60 | 1 | < 0.1% |
| 90 | 4 | < 0.1% |
| 104 | 1 | < 0.1% |
| 105 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 399994 | 2 | |
| 390730 | 1 | < 0.1% |
| 390635 | 1 | < 0.1% |
| 231400 | 2 | |
| 200240 | 3 |
Books_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1938 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 634.0098318 |
| Minimum | 0 |
|---|---|
| Maximum | 949000 |
| Zeros | 45427 |
| Zeros (%) | 90.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1526 |
| Maximum | 949000 |
| Range | 949000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10100.5045 |
|---|---|
| Coefficient of variation (CV) | 15.93114805 |
| Kurtosis | 3809.320487 |
| Mean | 634.0098318 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.38559939 |
| Sum | 31700491.59 |
| Variance | 102020191.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 450 | 25 | 0.1% |
| 400 | 22 | < 0.1% |
| 300 | 22 | < 0.1% |
| 40000 | 20 | < 0.1% |
| 900 | 19 | < 0.1% |
| 1000 | 18 | < 0.1% |
| 2500 | 18 | < 0.1% |
| 600 | 17 | < 0.1% |
| 1700 | 17 | < 0.1% |
| Other values (1928) | 4395 | 8.8% |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 1 | 3 | < 0.1% |
| 1.51 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 10 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 949000 | 2 | < 0.1% |
| 464107.59 | 4 | |
| 400000 | 1 | < 0.1% |
| 368130 | 6 | |
| 281550 | 1 | < 0.1% |
Jewelry_amt_3m
Real number (ℝ)
| Distinct | 2303 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5020.164728 |
| Minimum | 0 |
|---|---|
| Maximum | 1312235 |
| Zeros | 44421 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20387.2 |
| Maximum | 1312235 |
| Range | 1312235 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 31291.24714 |
|---|---|
| Coefficient of variation (CV) | 6.233111628 |
| Kurtosis | 274.1977494 |
| Mean | 5020.164728 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.52489059 |
| Sum | 251008236.4 |
| Variance | 979142147.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 10000 | 105 | 0.2% |
| 5000 | 78 | 0.2% |
| 20000 | 76 | 0.2% |
| 30000 | 53 | 0.1% |
| 6000 | 51 | 0.1% |
| 2000 | 51 | 0.1% |
| 4000 | 45 | 0.1% |
| 15000 | 41 | 0.1% |
| 50000 | 38 | 0.1% |
| Other values (2293) | 5041 | 10.1% |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 10 | 2 | < 0.1% |
| 110 | 1 | < 0.1% |
| 119 | 3 | < 0.1% |
| 120 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1312235 | 1 | |
| 1126230 | 1 | |
| 832650 | 2 | |
| 829200 | 2 | |
| 724000 | 1 |
DirectM_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 836 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 440.4139112 |
| Minimum | 0 |
|---|---|
| Maximum | 1839140.65 |
| Zeros | 47389 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 149 |
| Maximum | 1839140.65 |
| Range | 1839140.65 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16126.08507 |
|---|---|
| Coefficient of variation (CV) | 36.61574865 |
| Kurtosis | 10640.73601 |
| Mean | 440.4139112 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 97.61371505 |
| Sum | 22020695.56 |
| Variance | 260050619.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 199 | 390 | 0.8% |
| 649 | 338 | 0.7% |
| 499 | 169 | 0.3% |
| 149 | 115 | 0.2% |
| 398 | 29 | 0.1% |
| 2 | 26 | 0.1% |
| 1298 | 19 | < 0.1% |
| 998 | 15 | < 0.1% |
| 501 | 11 | < 0.1% |
| Other values (826) | 1499 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 1 | 1 | < 0.1% |
| 2 | 26 | 0.1% |
| 12 | 2 | < 0.1% |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1839140.65 | 3 | |
| 1115580.42 | 1 | < 0.1% |
| 516502.12 | 1 | < 0.1% |
| 351866.94 | 1 | < 0.1% |
| 330896.88 | 1 | < 0.1% |
Cash_amt_3m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
QuasiCash_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.913654 |
| Minimum | 0 |
|---|---|
| Maximum | 149644.47 |
| Zeros | 49969 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 149644.47 |
| Range | 149644.47 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 967.3857349 |
|---|---|
| Coefficient of variation (CV) | 108.5285266 |
| Kurtosis | 22921.57892 |
| Mean | 8.913654 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 148.9790539 |
| Sum | 445682.7 |
| Variance | 935835.1601 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 285.61 | 5 | < 0.1% |
| 3393.16 | 4 | < 0.1% |
| 4457.23 | 4 | < 0.1% |
| 5007.12 | 3 | < 0.1% |
| 319.01 | 2 | < 0.1% |
| 149644.47 | 2 | < 0.1% |
| 21072.71 | 2 | < 0.1% |
| 2399.01 | 1 | < 0.1% |
| 8469.32 | 1 | < 0.1% |
| Other values (7) | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 285.61 | 5 | < 0.1% |
| 319.01 | 2 | < 0.1% |
| 754.41 | 1 | < 0.1% |
| 2009.57 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 149644.47 | 2 | |
| 27988.24 | 1 | |
| 21072.71 | 2 | |
| 8469.32 | 1 | |
| 5013.32 | 1 |
FS_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.366 |
| Minimum | 0 |
|---|---|
| Maximum | 30000 |
| Zeros | 49931 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30000 |
| Range | 30000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 174.5065703 |
|---|---|
| Coefficient of variation (CV) | 127.7500515 |
| Kurtosis | 25755.09187 |
| Mean | 1.366 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 159.7054686 |
| Sum | 68300 |
| Variance | 30452.54309 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 200 | 67 | 0.1% |
| 30000 | 1 | < 0.1% |
| 24900 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 200 | 67 | 0.1% |
| 24900 | 1 | < 0.1% |
| 30000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30000 | 1 | < 0.1% |
| 24900 | 1 | < 0.1% |
| 200 | 67 | 0.1% |
| 0 | 49931 |
RentPayments_amt_3m
Real number (ℝ)
| Distinct | 6705 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17250.93866 |
| Minimum | 0 |
|---|---|
| Maximum | 1013828 |
| Zeros | 38583 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 106470.675 |
| Maximum | 1013828 |
| Range | 1013828 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 51878.21575 |
|---|---|
| Coefficient of variation (CV) | 3.007269156 |
| Kurtosis | 42.62888392 |
| Mean | 17250.93866 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.359033025 |
| Sum | 862546933 |
| Variance | 2691349269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 20300 | 65 | 0.1% |
| 10150 | 58 | 0.1% |
| 3540 | 57 | 0.1% |
| 25375 | 42 | 0.1% |
| 20200 | 40 | 0.1% |
| 40600 | 30 | 0.1% |
| 30420 | 28 | 0.1% |
| 20310 | 27 | 0.1% |
| 30300 | 25 | 0.1% |
| Other values (6695) | 11045 | 22.1% |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 1 | 1 | < 0.1% |
| 1.01 | 1 | < 0.1% |
| 2 | 18 | < 0.1% |
| 5.11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1013828 | 1 | |
| 959020 | 1 | |
| 891620.5 | 1 | |
| 807058 | 1 | |
| 797900 | 2 |
WalletLoad_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4467 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3405.023854 |
| Minimum | 0 |
|---|---|
| Maximum | 1835364.3 |
| Zeros | 39449 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20336.72 |
| Maximum | 1835364.3 |
| Range | 1835364.3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 20662.81433 |
|---|---|
| Coefficient of variation (CV) | 6.06833174 |
| Kurtosis | 2728.405834 |
| Mean | 3405.023854 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 38.26647813 |
| Sum | 170251192.7 |
| Variance | 426951896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1023 | 139 | 0.3% |
| 1000 | 123 | 0.2% |
| 500 | 105 | 0.2% |
| 2000 | 103 | 0.2% |
| 4000 | 103 | 0.2% |
| 10230 | 99 | 0.2% |
| 2046 | 85 | 0.2% |
| 5115 | 81 | 0.2% |
| 20460 | 79 | 0.2% |
| Other values (4457) | 9634 | 19.3% |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1 | 5 | < 0.1% |
| 1.02 | 5 | < 0.1% |
| 1.03 | 1 | < 0.1% |
| 2 | 43 | 0.1% |
| Value | Count | Frequency (%) |
| 1835364.3 | 2 | < 0.1% |
| 684317.7 | 4 | |
| 656226.57 | 6 | |
| 337932 | 7 | |
| 323330 | 2 | < 0.1% |
BusinessServ_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 10073 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10236.93259 |
| Minimum | 0 |
|---|---|
| Maximum | 4905650 |
| Zeros | 28973 |
| Zeros (%) | 57.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1399 |
| 95-th percentile | 20072 |
| Maximum | 4905650 |
| Range | 4905650 |
| Interquartile range (IQR) | 1399 |
Descriptive statistics
| Standard deviation | 110315.3813 |
|---|---|
| Coefficient of variation (CV) | 10.77621449 |
| Kurtosis | 1051.347246 |
| Mean | 10236.93259 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.70445734 |
| Sum | 511846629.6 |
| Variance | 1.216948335 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1000 | 94 | 0.2% |
| 600 | 65 | 0.1% |
| 899 | 63 | 0.1% |
| 1500 | 63 | 0.1% |
| 1499 | 60 | 0.1% |
| 500 | 56 | 0.1% |
| 2 | 49 | 0.1% |
| 400 | 48 | 0.1% |
| 3000 | 45 | 0.1% |
| Other values (10063) | 20484 |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1 | 17 | < 0.1% |
| 2 | 49 | 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 4905650 | 11 | |
| 3121264.01 | 1 | < 0.1% |
| 2828574 | 14 | |
| 2697100 | 4 | < 0.1% |
| 1894211.09 | 12 |
ProfServ_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2179 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2725.70208 |
| Minimum | 0 |
|---|---|
| Maximum | 1500000 |
| Zeros | 44022 |
| Zeros (%) | 88.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6807.2 |
| Maximum | 1500000 |
| Range | 1500000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 27657.61293 |
|---|---|
| Coefficient of variation (CV) | 10.14696842 |
| Kurtosis | 1000.913767 |
| Mean | 2725.70208 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.89576097 |
| Sum | 136285104 |
| Variance | 764943553.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 500 | 95 | 0.2% |
| 1000 | 76 | 0.2% |
| 1500 | 68 | 0.1% |
| 3000 | 66 | 0.1% |
| 5000 | 65 | 0.1% |
| 10000 | 61 | 0.1% |
| 4032 | 52 | 0.1% |
| 2000 | 50 | 0.1% |
| 400 | 40 | 0.1% |
| Other values (2169) | 5405 | 10.8% |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 1 | 8 | < 0.1% |
| 10 | 3 | < 0.1% |
| 29 | 2 | < 0.1% |
| 31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1500000 | 2 | |
| 1302900 | 2 | |
| 1300000 | 1 | |
| 1150000 | 1 | |
| 1125000 | 1 |
Education_amt_3m
Real number (ℝ)
| Distinct | 3859 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6434.501254 |
| Minimum | 0 |
|---|---|
| Maximum | 1505584 |
| Zeros | 41554 |
| Zeros (%) | 83.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 34443.63 |
| Maximum | 1505584 |
| Range | 1505584 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 37406.22845 |
|---|---|
| Coefficient of variation (CV) | 5.813384281 |
| Kurtosis | 451.9611095 |
| Mean | 6434.501254 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.12044735 |
| Sum | 321725062.7 |
| Variance | 1399225926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 2 | 572 | 1.1% |
| 455 | 41 | 0.1% |
| 1000 | 40 | 0.1% |
| 10000 | 39 | 0.1% |
| 500 | 37 | 0.1% |
| 15000 | 35 | 0.1% |
| 68215.44 | 33 | 0.1% |
| 3000 | 31 | 0.1% |
| 20000 | 30 | 0.1% |
| Other values (3849) | 7588 | 15.2% |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 1 | 1 | < 0.1% |
| 1.03 | 1 | < 0.1% |
| 2 | 572 | 1.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1505584 | 3 | |
| 1250000 | 5 | |
| 1186450.01 | 3 | |
| 928098.23 | 1 | < 0.1% |
| 898741 | 6 |
GovtServices_amt_3m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 7060 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18016.19656 |
| Minimum | 0 |
|---|---|
| Maximum | 15000000 |
| Zeros | 36573 |
| Zeros (%) | 73.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 300 |
| 95-th percentile | 25266.326 |
| Maximum | 15000000 |
| Range | 15000000 |
| Interquartile range (IQR) | 300 |
Descriptive statistics
| Standard deviation | 389880.2572 |
|---|---|
| Coefficient of variation (CV) | 21.64054194 |
| Kurtosis | 1436.625262 |
| Mean | 18016.19656 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.52586981 |
| Sum | 900809827.8 |
| Variance | 1.52006615 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 50 | 113 | 0.2% |
| 1526.55 | 92 | 0.2% |
| 500 | 83 | 0.2% |
| 201.76 | 70 | 0.1% |
| 200 | 61 | 0.1% |
| 100 | 53 | 0.1% |
| 1000 | 45 | 0.1% |
| 50445 | 43 | 0.1% |
| 2000 | 41 | 0.1% |
| Other values (7050) | 12826 | 25.7% |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 3.03 | 2 | < 0.1% |
| 5.06 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8.26 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 15000000 | 33 | |
| 2458136 | 5 | < 0.1% |
| 2281696.4 | 1 | < 0.1% |
| 1654514 | 1 | < 0.1% |
| 1594670.03 | 2 | < 0.1% |
Agri_6m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
Contract_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01372 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 49536 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1941456037 |
|---|---|
| Coefficient of variation (CV) | 14.15055421 |
| Kurtosis | 2097.9857 |
| Mean | 0.01372 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.78914986 |
| Sum | 686 |
| Variance | 0.03769251545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 1 | 360 | 0.7% |
| 2 | 56 | 0.1% |
| 3 | 23 | < 0.1% |
| 4 | 14 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 1 | 360 | 0.7% |
| 2 | 56 | 0.1% |
| 3 | 23 | < 0.1% |
| 4 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 17 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 9 | 2 | |
| 7 | 1 | < 0.1% |
| 6 | 3 |
Airline_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22376 |
| Minimum | 0 |
|---|---|
| Maximum | 86 |
| Zeros | 46359 |
| Zeros (%) | 92.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 86 |
| Range | 86 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.227013842 |
|---|---|
| Coefficient of variation (CV) | 9.952689678 |
| Kurtosis | 1033.304052 |
| Mean | 0.22376 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.50974303 |
| Sum | 11188 |
| Variance | 4.959590654 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 1 | 1963 | 3.9% |
| 2 | 743 | 1.5% |
| 3 | 353 | 0.7% |
| 4 | 149 | 0.3% |
| 5 | 107 | 0.2% |
| 6 | 59 | 0.1% |
| 7 | 49 | 0.1% |
| 10 | 38 | 0.1% |
| 8 | 34 | 0.1% |
| Other values (20) | 146 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 1 | 1963 | 3.9% |
| 2 | 743 | 1.5% |
| 3 | 353 | 0.7% |
| 4 | 149 | 0.3% |
| Value | Count | Frequency (%) |
| 86 | 12 | |
| 80 | 14 | |
| 47 | 8 | |
| 38 | 2 | < 0.1% |
| 37 | 1 | < 0.1% |
transport_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.10542 |
| Minimum | 0 |
|---|---|
| Maximum | 199 |
| Zeros | 37570 |
| Zeros (%) | 75.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 199 |
| Range | 199 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.996150907 |
|---|---|
| Coefficient of variation (CV) | 5.424319179 |
| Kurtosis | 627.6198803 |
| Mean | 1.10542 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.19144641 |
| Sum | 55271 |
| Variance | 35.9538257 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 1 | 5482 | 11.0% |
| 2 | 2432 | 4.9% |
| 3 | 1270 | 2.5% |
| 4 | 745 | 1.5% |
| 5 | 448 | 0.9% |
| 6 | 330 | 0.7% |
| 7 | 249 | 0.5% |
| 8 | 198 | 0.4% |
| 9 | 136 | 0.3% |
| Other values (63) | 1140 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 1 | 5482 | 11.0% |
| 2 | 2432 | 4.9% |
| 3 | 1270 | 2.5% |
| 4 | 745 | 1.5% |
| Value | Count | Frequency (%) |
| 199 | 25 | |
| 148 | 1 | < 0.1% |
| 122 | 1 | < 0.1% |
| 120 | 2 | < 0.1% |
| 106 | 1 | < 0.1% |
Insurance_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57774 |
| Minimum | 0 |
|---|---|
| Maximum | 348 |
| Zeros | 39445 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 348 |
| Range | 348 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.488919636 |
|---|---|
| Coefficient of variation (CV) | 7.769792011 |
| Kurtosis | 3666.095835 |
| Mean | 0.57774 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 51.17353581 |
| Sum | 28887 |
| Variance | 20.1503995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1 | 6145 | 12.3% |
| 2 | 2214 | 4.4% |
| 3 | 928 | 1.9% |
| 4 | 443 | 0.9% |
| 5 | 177 | 0.4% |
| 6 | 119 | 0.2% |
| 7 | 78 | 0.2% |
| 12 | 42 | 0.1% |
| 34 | 40 | 0.1% |
| Other values (36) | 369 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1 | 6145 | 12.3% |
| 2 | 2214 | 4.4% |
| 3 | 928 | 1.9% |
| 4 | 443 | 0.9% |
| Value | Count | Frequency (%) |
| 348 | 5 | |
| 94 | 9 | |
| 91 | 7 | |
| 89 | 3 | < 0.1% |
| 73 | 2 | < 0.1% |
Hotels_6m
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72448 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 36891 |
| Zeros (%) | 73.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.03482961 |
|---|---|
| Coefficient of variation (CV) | 2.808676029 |
| Kurtosis | 156.4901343 |
| Mean | 0.72448 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.30915014 |
| Sum | 36224 |
| Variance | 4.14053154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 1 | 5807 | 11.6% |
| 2 | 2897 | 5.8% |
| 3 | 1494 | 3.0% |
| 4 | 873 | 1.7% |
| 5 | 569 | 1.1% |
| 6 | 395 | 0.8% |
| 7 | 281 | 0.6% |
| 8 | 222 | 0.4% |
| 10 | 119 | 0.2% |
| Other values (23) | 452 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 1 | 5807 | 11.6% |
| 2 | 2897 | 5.8% |
| 3 | 1494 | 3.0% |
| 4 | 873 | 1.7% |
| Value | Count | Frequency (%) |
| 65 | 6 | |
| 38 | 3 | |
| 36 | 1 | < 0.1% |
| 31 | 2 | < 0.1% |
| 29 | 3 |
Railways_6m
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72686 |
| Minimum | 0 |
|---|---|
| Maximum | 88 |
| Zeros | 39278 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 88 |
| Range | 88 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.135737744 |
|---|---|
| Coefficient of variation (CV) | 4.314087642 |
| Kurtosis | 341.1364602 |
| Mean | 0.72686 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.25758491 |
| Sum | 36343 |
| Variance | 9.832851197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 1 | 4539 | 9.1% |
| 2 | 2330 | 4.7% |
| 3 | 1261 | 2.5% |
| 4 | 721 | 1.4% |
| 5 | 388 | 0.8% |
| 6 | 313 | 0.6% |
| 7 | 208 | 0.4% |
| 8 | 180 | 0.4% |
| 10 | 155 | 0.3% |
| Other values (35) | 627 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 1 | 4539 | 9.1% |
| 2 | 2330 | 4.7% |
| 3 | 1261 | 2.5% |
| 4 | 721 | 1.4% |
| Value | Count | Frequency (%) |
| 88 | 20 | |
| 80 | 1 | < 0.1% |
| 67 | 10 | |
| 65 | 2 | < 0.1% |
| 61 | 4 | < 0.1% |
Airports_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00146 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 49945 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04917231699 |
|---|---|
| Coefficient of variation (CV) | 33.67966917 |
| Kurtosis | 3033.124738 |
| Mean | 0.00146 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 46.50959616 |
| Sum | 73 |
| Variance | 0.002417916758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 1 | 40 | 0.1% |
| 2 | 14 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 1 | 40 | 0.1% |
| 2 | 14 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 2 | 14 | < 0.1% |
| 1 | 40 | 0.1% |
| 0 | 49945 |
Utility_6m
Real number (ℝ)
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5979 |
| Minimum | 0 |
|---|---|
| Maximum | 389 |
| Zeros | 20688 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 13 |
| Maximum | 389 |
| Range | 389 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 13.89091627 |
|---|---|
| Coefficient of variation (CV) | 3.860840009 |
| Kurtosis | 489.6128409 |
| Mean | 3.5979 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 19.79756961 |
| Sum | 179895 |
| Variance | 192.9575547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 1 | 7710 | 15.4% |
| 2 | 4609 | 9.2% |
| 3 | 3598 | 7.2% |
| 4 | 2685 | 5.4% |
| 5 | 2048 | 4.1% |
| 6 | 1642 | 3.3% |
| 7 | 1255 | 2.5% |
| 8 | 891 | 1.8% |
| 9 | 832 | 1.7% |
| Other values (80) | 4042 | 8.1% |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 1 | 7710 | 15.4% |
| 2 | 4609 | 9.2% |
| 3 | 3598 | 7.2% |
| 4 | 2685 | 5.4% |
| Value | Count | Frequency (%) |
| 389 | 34 | |
| 285 | 19 | |
| 274 | 1 | < 0.1% |
| 269 | 4 | < 0.1% |
| 176 | 14 |
Retail_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.84948 |
| Minimum | 0 |
|---|---|
| Maximum | 1044 |
| Zeros | 25725 |
| Zeros (%) | 51.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 1044 |
| Range | 1044 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 9.256715263 |
|---|---|
| Coefficient of variation (CV) | 5.005036693 |
| Kurtosis | 4258.902872 |
| Mean | 1.84948 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.81860742 |
| Sum | 92474 |
| Variance | 85.68677747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 1 | 9248 | 18.5% |
| 2 | 5028 | 10.1% |
| 3 | 3046 | 6.1% |
| 4 | 1920 | 3.8% |
| 5 | 1258 | 2.5% |
| 6 | 838 | 1.7% |
| 7 | 675 | 1.4% |
| 8 | 441 | 0.9% |
| 9 | 401 | 0.8% |
| Other values (61) | 1420 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 1 | 9248 | 18.5% |
| 2 | 5028 | 10.1% |
| 3 | 3046 | 6.1% |
| 4 | 1920 | 3.8% |
| Value | Count | Frequency (%) |
| 1044 | 1 | < 0.1% |
| 470 | 2 | < 0.1% |
| 465 | 3 | |
| 378 | 2 | < 0.1% |
| 369 | 5 |
Medical_6m
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.43778 |
| Minimum | 0 |
|---|---|
| Maximum | 83 |
| Zeros | 32314 |
| Zeros (%) | 64.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 83 |
| Range | 83 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.608189165 |
|---|---|
| Coefficient of variation (CV) | 2.509555819 |
| Kurtosis | 71.74185192 |
| Mean | 1.43778 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.334131441 |
| Sum | 71889 |
| Variance | 13.01902905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 5870 | 11.7% |
| 2 | 3410 | 6.8% |
| 3 | 2137 | 4.3% |
| 4 | 1478 | 3.0% |
| 5 | 1018 | 2.0% |
| 6 | 752 | 1.5% |
| 7 | 616 | 1.2% |
| 8 | 470 | 0.9% |
| 9 | 318 | 0.6% |
| Other values (42) | 1617 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 5870 | 11.7% |
| 2 | 3410 | 6.8% |
| 3 | 2137 | 4.3% |
| 4 | 1478 | 3.0% |
| Value | Count | Frequency (%) |
| 83 | 4 | |
| 65 | 3 | < 0.1% |
| 61 | 8 | |
| 58 | 4 | |
| 54 | 5 |
Fuel_6m
Real number (ℝ)
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.47412 |
| Minimum | 0 |
|---|---|
| Maximum | 193 |
| Zeros | 21967 |
| Zeros (%) | 43.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 14 |
| Maximum | 193 |
| Range | 193 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.213805795 |
|---|---|
| Coefficient of variation (CV) | 1.788598492 |
| Kurtosis | 65.06113242 |
| Mean | 3.47412 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.34325986 |
| Sum | 173706 |
| Variance | 38.61138245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 1 | 5535 | 11.1% |
| 2 | 3807 | 7.6% |
| 3 | 3078 | 6.2% |
| 4 | 2626 | 5.3% |
| 5 | 2121 | 4.2% |
| 6 | 1802 | 3.6% |
| 7 | 1399 | 2.8% |
| 8 | 1208 | 2.4% |
| 9 | 1095 | 2.2% |
| Other values (67) | 5362 | 10.7% |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 1 | 5535 | 11.1% |
| 2 | 3807 | 7.6% |
| 3 | 3078 | 6.2% |
| 4 | 2626 | 5.3% |
| Value | Count | Frequency (%) |
| 193 | 1 | < 0.1% |
| 138 | 3 | |
| 112 | 1 | < 0.1% |
| 110 | 4 | |
| 96 | 1 | < 0.1% |
DeptStores_6m
Real number (ℝ)
| Distinct | 92 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.76012 |
| Minimum | 0 |
|---|---|
| Maximum | 187 |
| Zeros | 20359 |
| Zeros (%) | 40.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 16 |
| Maximum | 187 |
| Range | 187 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.832164735 |
|---|---|
| Coefficient of variation (CV) | 2.082956059 |
| Kurtosis | 65.82871473 |
| Mean | 3.76012 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.028340139 |
| Sum | 188006 |
| Variance | 61.34280444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1 | 7343 | 14.7% |
| 2 | 4793 | 9.6% |
| 3 | 3442 | 6.9% |
| 4 | 2539 | 5.1% |
| 5 | 1889 | 3.8% |
| 6 | 1340 | 2.7% |
| 7 | 1108 | 2.2% |
| 8 | 943 | 1.9% |
| 9 | 814 | 1.6% |
| Other values (82) | 5430 | 10.9% |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1 | 7343 | 14.7% |
| 2 | 4793 | 9.6% |
| 3 | 3442 | 6.9% |
| 4 | 2539 | 5.1% |
| Value | Count | Frequency (%) |
| 187 | 3 | |
| 140 | 5 | |
| 139 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 124 | 2 | < 0.1% |
Food_6m
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.91748 |
| Minimum | 0 |
|---|---|
| Maximum | 114 |
| Zeros | 34180 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 114 |
| Range | 114 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.608962741 |
|---|---|
| Coefficient of variation (CV) | 2.843618107 |
| Kurtosis | 433.8072451 |
| Mean | 0.91748 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.85156464 |
| Sum | 45874 |
| Variance | 6.806686583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 1 | 6851 | 13.7% |
| 2 | 3390 | 6.8% |
| 3 | 1911 | 3.8% |
| 4 | 1127 | 2.3% |
| 5 | 723 | 1.4% |
| 6 | 470 | 0.9% |
| 7 | 316 | 0.6% |
| 8 | 220 | 0.4% |
| 9 | 194 | 0.4% |
| Other values (32) | 618 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 1 | 6851 | 13.7% |
| 2 | 3390 | 6.8% |
| 3 | 1911 | 3.8% |
| 4 | 1127 | 2.3% |
| Value | Count | Frequency (%) |
| 114 | 5 | |
| 80 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 56 | 2 | < 0.1% |
| 55 | 2 | < 0.1% |
Auto_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15662 |
| Minimum | 0 |
|---|---|
| Maximum | 57 |
| Zeros | 46021 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 57 |
| Range | 57 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.435385447 |
|---|---|
| Coefficient of variation (CV) | 9.1647647 |
| Kurtosis | 970.2156726 |
| Mean | 0.15662 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.46302955 |
| Sum | 7831 |
| Variance | 2.060331382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 1 | 2983 | 6.0% |
| 2 | 620 | 1.2% |
| 3 | 159 | 0.3% |
| 4 | 53 | 0.1% |
| 5 | 36 | 0.1% |
| 33 | 33 | 0.1% |
| 6 | 25 | 0.1% |
| 57 | 16 | < 0.1% |
| 12 | 12 | < 0.1% |
| Other values (9) | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 1 | 2983 | 6.0% |
| 2 | 620 | 1.2% |
| 3 | 159 | 0.3% |
| 4 | 53 | 0.1% |
| Value | Count | Frequency (%) |
| 57 | 16 | |
| 33 | 33 | |
| 17 | 4 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
ClothStores_6m
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.89714 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 24277 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 8 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.372338547 |
|---|---|
| Coefficient of variation (CV) | 1.777590766 |
| Kurtosis | 34.01497166 |
| Mean | 1.89714 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.244303483 |
| Sum | 94857 |
| Variance | 11.37266727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 1 | 8140 | 16.3% |
| 2 | 5228 | 10.5% |
| 3 | 3403 | 6.8% |
| 4 | 2253 | 4.5% |
| 5 | 1730 | 3.5% |
| 6 | 1223 | 2.4% |
| 7 | 878 | 1.8% |
| 8 | 622 | 1.2% |
| 9 | 504 | 1.0% |
| Other values (31) | 1742 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 1 | 8140 | 16.3% |
| 2 | 5228 | 10.5% |
| 3 | 3403 | 6.8% |
| 4 | 2253 | 4.5% |
| Value | Count | Frequency (%) |
| 59 | 1 | < 0.1% |
| 57 | 9 | |
| 45 | 11 | |
| 42 | 1 | < 0.1% |
| 38 | 2 | < 0.1% |
MiscServices_6m
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.90552 |
| Minimum | 0 |
|---|---|
| Maximum | 93 |
| Zeros | 34785 |
| Zeros (%) | 69.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 93 |
| Range | 93 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.282427306 |
|---|---|
| Coefficient of variation (CV) | 3.624908677 |
| Kurtosis | 177.2661933 |
| Mean | 0.90552 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.07163845 |
| Sum | 45276 |
| Variance | 10.77432902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 1 | 7825 | 15.7% |
| 2 | 3072 | 6.1% |
| 3 | 1541 | 3.1% |
| 4 | 804 | 1.6% |
| 5 | 456 | 0.9% |
| 6 | 334 | 0.7% |
| 7 | 222 | 0.4% |
| 8 | 139 | 0.3% |
| 9 | 101 | 0.2% |
| Other values (48) | 721 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 1 | 7825 | 15.7% |
| 2 | 3072 | 6.1% |
| 3 | 1541 | 3.1% |
| 4 | 804 | 1.6% |
| Value | Count | Frequency (%) |
| 93 | 3 | < 0.1% |
| 78 | 1 | < 0.1% |
| 77 | 3 | < 0.1% |
| 66 | 10 | |
| 65 | 6 |
HomeF_6m
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07982 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 47285 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4301307567 |
|---|---|
| Coefficient of variation (CV) | 5.388759167 |
| Kurtosis | 451.2791605 |
| Mean | 0.07982 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.94272501 |
| Sum | 3991 |
| Variance | 0.1850124678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 1 | 1971 | 3.9% |
| 2 | 488 | 1.0% |
| 3 | 134 | 0.3% |
| 4 | 63 | 0.1% |
| 5 | 39 | 0.1% |
| 7 | 6 | < 0.1% |
| 6 | 5 | < 0.1% |
| 8 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (3) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 1 | 1971 | 3.9% |
| 2 | 488 | 1.0% |
| 3 | 134 | 0.3% |
| 4 | 63 | 0.1% |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 17 | 2 | |
| 10 | 2 | |
| 8 | 3 |
Electronics_6m
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.28572 |
| Minimum | 0 |
|---|---|
| Maximum | 133 |
| Zeros | 32112 |
| Zeros (%) | 64.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 133 |
| Range | 133 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.000290505 |
|---|---|
| Coefficient of variation (CV) | 3.111323232 |
| Kurtosis | 328.1721715 |
| Mean | 1.28572 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.51461061 |
| Sum | 64286 |
| Variance | 16.00232413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 1 | 7727 | 15.5% |
| 2 | 3378 | 6.8% |
| 3 | 1892 | 3.8% |
| 4 | 1059 | 2.1% |
| 5 | 826 | 1.7% |
| 6 | 600 | 1.2% |
| 7 | 412 | 0.8% |
| 8 | 389 | 0.8% |
| 9 | 274 | 0.5% |
| Other values (41) | 1331 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 1 | 7727 | 15.5% |
| 2 | 3378 | 6.8% |
| 3 | 1892 | 3.8% |
| 4 | 1059 | 2.1% |
| Value | Count | Frequency (%) |
| 133 | 9 | |
| 131 | 1 | < 0.1% |
| 87 | 2 | < 0.1% |
| 85 | 4 | < 0.1% |
| 82 | 13 |
MusicStores_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04938 |
| Minimum | 0 |
|---|---|
| Maximum | 163 |
| Zeros | 49307 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 163 |
| Range | 163 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.715948864 |
|---|---|
| Coefficient of variation (CV) | 34.74987575 |
| Kurtosis | 8177.573029 |
| Mean | 0.04938 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 87.28925641 |
| Sum | 2469 |
| Variance | 2.944480505 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 1 | 417 | 0.8% |
| 2 | 116 | 0.2% |
| 3 | 54 | 0.1% |
| 4 | 31 | 0.1% |
| 5 | 25 | 0.1% |
| 9 | 9 | < 0.1% |
| 6 | 9 | < 0.1% |
| 14 | 8 | < 0.1% |
| 24 | 6 | < 0.1% |
| Other values (8) | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 1 | 417 | 0.8% |
| 2 | 116 | 0.2% |
| 3 | 54 | 0.1% |
| 4 | 31 | 0.1% |
| Value | Count | Frequency (%) |
| 163 | 5 | |
| 65 | 1 | < 0.1% |
| 24 | 6 | |
| 17 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
Restaurants_6m
Real number (ℝ)
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9884 |
| Minimum | 0 |
|---|---|
| Maximum | 211 |
| Zeros | 20254 |
| Zeros (%) | 40.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 22 |
| Maximum | 211 |
| Range | 211 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 10.36514226 |
|---|---|
| Coefficient of variation (CV) | 2.077849063 |
| Kurtosis | 43.35942087 |
| Mean | 4.9884 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.114187663 |
| Sum | 249420 |
| Variance | 107.4361742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 1 | 6416 | 12.8% |
| 2 | 4003 | 8.0% |
| 3 | 3018 | 6.0% |
| 4 | 2248 | 4.5% |
| 5 | 1787 | 3.6% |
| 6 | 1459 | 2.9% |
| 7 | 1278 | 2.6% |
| 8 | 1090 | 2.2% |
| 9 | 908 | 1.8% |
| Other values (106) | 7539 | 15.1% |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 1 | 6416 | 12.8% |
| 2 | 4003 | 8.0% |
| 3 | 3018 | 6.0% |
| 4 | 2248 | 4.5% |
| Value | Count | Frequency (%) |
| 211 | 1 | < 0.1% |
| 201 | 1 | < 0.1% |
| 196 | 3 | |
| 161 | 1 | < 0.1% |
| 150 | 5 |
DigitalGoods_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.56234 |
| Minimum | 0 |
|---|---|
| Maximum | 184 |
| Zeros | 44043 |
| Zeros (%) | 88.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 184 |
| Range | 184 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.329892456 |
|---|---|
| Coefficient of variation (CV) | 7.699776748 |
| Kurtosis | 697.1504599 |
| Mean | 0.56234 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.67581288 |
| Sum | 28117 |
| Variance | 18.74796868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 1 | 2590 | 5.2% |
| 2 | 933 | 1.9% |
| 3 | 798 | 1.6% |
| 4 | 481 | 1.0% |
| 5 | 213 | 0.4% |
| 6 | 126 | 0.3% |
| 7 | 119 | 0.2% |
| 9 | 111 | 0.2% |
| 10 | 69 | 0.1% |
| Other values (43) | 517 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 1 | 2590 | 5.2% |
| 2 | 933 | 1.9% |
| 3 | 798 | 1.6% |
| 4 | 481 | 1.0% |
| Value | Count | Frequency (%) |
| 184 | 5 | |
| 137 | 7 | |
| 128 | 8 | |
| 121 | 6 | |
| 80 | 6 |
Alcohol_6m
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40314 |
| Minimum | 0 |
|---|---|
| Maximum | 105 |
| Zeros | 43436 |
| Zeros (%) | 86.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 105 |
| Range | 105 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.003411693 |
|---|---|
| Coefficient of variation (CV) | 4.969518513 |
| Kurtosis | 661.1060958 |
| Mean | 0.40314 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.19384547 |
| Sum | 20157 |
| Variance | 4.013658414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 1 | 3068 | 6.1% |
| 2 | 1356 | 2.7% |
| 3 | 694 | 1.4% |
| 4 | 372 | 0.7% |
| 5 | 234 | 0.5% |
| 6 | 183 | 0.4% |
| 7 | 129 | 0.3% |
| 8 | 102 | 0.2% |
| 10 | 62 | 0.1% |
| Other values (34) | 364 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 1 | 3068 | 6.1% |
| 2 | 1356 | 2.7% |
| 3 | 694 | 1.4% |
| 4 | 372 | 0.7% |
| Value | Count | Frequency (%) |
| 105 | 3 | |
| 91 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 47 | 2 |
Books_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15562 |
| Minimum | 0 |
|---|---|
| Maximum | 102 |
| Zeros | 45427 |
| Zeros (%) | 90.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.165654147 |
|---|---|
| Coefficient of variation (CV) | 7.490387785 |
| Kurtosis | 4749.355926 |
| Mean | 0.15562 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 57.77552351 |
| Sum | 7781 |
| Variance | 1.358749591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 1 | 3235 | 6.5% |
| 2 | 808 | 1.6% |
| 3 | 246 | 0.5% |
| 4 | 142 | 0.3% |
| 5 | 46 | 0.1% |
| 7 | 31 | 0.1% |
| 6 | 23 | < 0.1% |
| 8 | 9 | < 0.1% |
| 24 | 6 | < 0.1% |
| Other values (9) | 27 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 1 | 3235 | 6.5% |
| 2 | 808 | 1.6% |
| 3 | 246 | 0.5% |
| 4 | 142 | 0.3% |
| Value | Count | Frequency (%) |
| 102 | 4 | |
| 34 | 2 | < 0.1% |
| 27 | 6 | |
| 24 | 6 | |
| 15 | 4 |
Jewelry_6m
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18356 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 44421 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7054329728 |
|---|---|
| Coefficient of variation (CV) | 3.84306479 |
| Kurtosis | 636.7629954 |
| Mean | 0.18356 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.29820106 |
| Sum | 9178 |
| Variance | 0.4976356791 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 1 | 3638 | 7.3% |
| 2 | 1101 | 2.2% |
| 3 | 491 | 1.0% |
| 4 | 185 | 0.4% |
| 5 | 74 | 0.1% |
| 6 | 41 | 0.1% |
| 7 | 12 | < 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 9 | < 0.1% |
| Other values (4) | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 1 | 3638 | 7.3% |
| 2 | 1101 | 2.2% |
| 3 | 491 | 1.0% |
| 4 | 185 | 0.4% |
| Value | Count | Frequency (%) |
| 44 | 2 | < 0.1% |
| 14 | 4 | |
| 11 | 2 | < 0.1% |
| 10 | 9 | |
| 9 | 9 |
DirectM_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07514 |
| Minimum | 0 |
|---|---|
| Maximum | 35 |
| Zeros | 47389 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4828857463 |
|---|---|
| Coefficient of variation (CV) | 6.42648052 |
| Kurtosis | 920.1343764 |
| Mean | 0.07514 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.74502737 |
| Sum | 3757 |
| Variance | 0.233178644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 1 | 2118 | 4.2% |
| 2 | 292 | 0.6% |
| 3 | 88 | 0.2% |
| 4 | 42 | 0.1% |
| 7 | 18 | < 0.1% |
| 5 | 15 | < 0.1% |
| 6 | 13 | < 0.1% |
| 12 | 10 | < 0.1% |
| 14 | 5 | < 0.1% |
| Other values (4) | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 1 | 2118 | 4.2% |
| 2 | 292 | 0.6% |
| 3 | 88 | 0.2% |
| 4 | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 35 | 1 | < 0.1% |
| 19 | 4 | < 0.1% |
| 14 | 5 | |
| 12 | 10 | |
| 11 | 1 | < 0.1% |
Cash_6m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
QuasiCash_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00088 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 49969 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04426358306 |
|---|---|
| Coefficient of variation (CV) | 50.2995262 |
| Kurtosis | 7567.308021 |
| Mean | 0.00088 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.89338677 |
| Sum | 44 |
| Variance | 0.001959264785 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 1 | 26 | 0.1% |
| 5 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 1 | 26 | 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 1 | 26 | 0.1% |
| 0 | 49969 |
FS_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00138 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 49931 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03712308126 |
|---|---|
| Coefficient of variation (CV) | 26.90078352 |
| Kurtosis | 719.7111522 |
| Mean | 0.00138 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.86414644 |
| Sum | 69 |
| Variance | 0.001378123162 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 1 | 69 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 1 | 69 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 69 | 0.1% |
| 0 | 49931 |
RentPayments_6m
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62926 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 38583 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.428710144 |
|---|---|
| Coefficient of variation (CV) | 2.27046077 |
| Kurtosis | 8.04876218 |
| Mean | 0.62926 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.738019177 |
| Sum | 31463 |
| Variance | 2.041212677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 1 | 3266 | 6.5% |
| 2 | 2806 | 5.6% |
| 3 | 2330 | 4.7% |
| 4 | 1314 | 2.6% |
| 5 | 733 | 1.5% |
| 6 | 428 | 0.9% |
| 7 | 325 | 0.7% |
| 8 | 130 | 0.3% |
| 9 | 64 | 0.1% |
| Other values (3) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 1 | 3266 | 6.5% |
| 2 | 2806 | 5.6% |
| 3 | 2330 | 4.7% |
| 4 | 1314 | 2.6% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 18 | < 0.1% |
| 9 | 64 | |
| 8 | 130 |
WalletLoad_6m
Real number (ℝ)
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9795 |
| Minimum | 0 |
|---|---|
| Maximum | 225 |
| Zeros | 39449 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 225 |
| Range | 225 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.473615989 |
|---|---|
| Coefficient of variation (CV) | 4.567244501 |
| Kurtosis | 569.5985459 |
| Mean | 0.9795 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.61054299 |
| Sum | 48975 |
| Variance | 20.01324001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1 | 3921 | 7.8% |
| 2 | 1912 | 3.8% |
| 3 | 1153 | 2.3% |
| 4 | 799 | 1.6% |
| 5 | 548 | 1.1% |
| 6 | 411 | 0.8% |
| 7 | 266 | 0.5% |
| 9 | 223 | 0.4% |
| 8 | 213 | 0.4% |
| Other values (63) | 1105 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1 | 3921 | 7.8% |
| 2 | 1912 | 3.8% |
| 3 | 1153 | 2.3% |
| 4 | 799 | 1.6% |
| Value | Count | Frequency (%) |
| 225 | 2 | |
| 202 | 1 | |
| 184 | 1 | |
| 162 | 1 | |
| 144 | 2 |
BusinessServ_6m
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.552 |
| Minimum | 0 |
|---|---|
| Maximum | 211 |
| Zeros | 28973 |
| Zeros (%) | 57.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 211 |
| Range | 211 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 5.539576675 |
|---|---|
| Coefficient of variation (CV) | 3.569314868 |
| Kurtosis | 404.4159115 |
| Mean | 1.552 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.30107829 |
| Sum | 77600 |
| Variance | 30.68690974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1 | 8419 | 16.8% |
| 2 | 4421 | 8.8% |
| 3 | 2568 | 5.1% |
| 4 | 1677 | 3.4% |
| 5 | 986 | 2.0% |
| 6 | 756 | 1.5% |
| 7 | 505 | 1.0% |
| 8 | 317 | 0.6% |
| 9 | 225 | 0.4% |
| Other values (53) | 1153 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1 | 8419 | 16.8% |
| 2 | 4421 | 8.8% |
| 3 | 2568 | 5.1% |
| 4 | 1677 | 3.4% |
| Value | Count | Frequency (%) |
| 211 | 5 | < 0.1% |
| 149 | 4 | < 0.1% |
| 130 | 14 | |
| 114 | 4 | < 0.1% |
| 107 | 7 |
ProfServ_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23736 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 44022 |
| Zeros (%) | 88.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.442366749 |
|---|---|
| Coefficient of variation (CV) | 6.076705212 |
| Kurtosis | 543.1740231 |
| Mean | 0.23736 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.80803992 |
| Sum | 11868 |
| Variance | 2.080421839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 1 | 3979 | 8.0% |
| 2 | 1173 | 2.3% |
| 3 | 391 | 0.8% |
| 4 | 141 | 0.3% |
| 5 | 91 | 0.2% |
| 40 | 34 | 0.1% |
| 9 | 27 | 0.1% |
| 8 | 26 | 0.1% |
| 6 | 26 | 0.1% |
| Other values (16) | 90 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 1 | 3979 | 8.0% |
| 2 | 1173 | 2.3% |
| 3 | 391 | 0.8% |
| 4 | 141 | 0.3% |
| Value | Count | Frequency (%) |
| 42 | 9 | < 0.1% |
| 40 | 34 | |
| 30 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
Education_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38266 |
| Minimum | 0 |
|---|---|
| Maximum | 95 |
| Zeros | 41554 |
| Zeros (%) | 83.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 95 |
| Range | 95 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.128558653 |
|---|---|
| Coefficient of variation (CV) | 5.562532413 |
| Kurtosis | 739.0244771 |
| Mean | 0.38266 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.97968228 |
| Sum | 19133 |
| Variance | 4.53076194 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 1 | 5057 | 10.1% |
| 2 | 1814 | 3.6% |
| 3 | 660 | 1.3% |
| 4 | 351 | 0.7% |
| 5 | 176 | 0.4% |
| 6 | 110 | 0.2% |
| 7 | 48 | 0.1% |
| 9 | 34 | 0.1% |
| 8 | 28 | 0.1% |
| Other values (28) | 168 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 1 | 5057 | 10.1% |
| 2 | 1814 | 3.6% |
| 3 | 660 | 1.3% |
| 4 | 351 | 0.7% |
| Value | Count | Frequency (%) |
| 95 | 1 | < 0.1% |
| 83 | 12 | |
| 44 | 6 | |
| 43 | 5 | |
| 42 | 8 |
GovtServices_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.33948 |
| Minimum | 0 |
|---|---|
| Maximum | 1127 |
| Zeros | 36573 |
| Zeros (%) | 73.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 1127 |
| Range | 1127 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 16.38762229 |
|---|---|
| Coefficient of variation (CV) | 12.23431652 |
| Kurtosis | 2880.094419 |
| Mean | 1.33948 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 47.9914472 |
| Sum | 66974 |
| Variance | 268.5541644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 1 | 5756 | 11.5% |
| 2 | 2805 | 5.6% |
| 3 | 1556 | 3.1% |
| 4 | 924 | 1.8% |
| 5 | 547 | 1.1% |
| 6 | 400 | 0.8% |
| 7 | 319 | 0.6% |
| 8 | 173 | 0.3% |
| 9 | 139 | 0.3% |
| Other values (49) | 808 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 1 | 5756 | 11.5% |
| 2 | 2805 | 5.6% |
| 3 | 1556 | 3.1% |
| 4 | 924 | 1.8% |
| Value | Count | Frequency (%) |
| 1127 | 6 | < 0.1% |
| 390 | 33 | |
| 217 | 2 | < 0.1% |
| 171 | 1 | < 0.1% |
| 157 | 1 | < 0.1% |
Agri_amt_6m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
Contract_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 235 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 220.2849898 |
| Minimum | 0 |
|---|---|
| Maximum | 440000 |
| Zeros | 49536 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 440000 |
| Range | 440000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6200.959492 |
|---|---|
| Coefficient of variation (CV) | 28.14971414 |
| Kurtosis | 2493.646558 |
| Mean | 220.2849898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 45.61014742 |
| Sum | 11014249.49 |
| Variance | 38451898.63 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 199 | 18 | < 0.1% |
| 1000 | 9 | < 0.1% |
| 1299 | 9 | < 0.1% |
| 100000 | 8 | < 0.1% |
| 2800 | 8 | < 0.1% |
| 10000 | 7 | < 0.1% |
| 50000 | 7 | < 0.1% |
| 68355 | 6 | < 0.1% |
| 30000 | 6 | < 0.1% |
| Other values (225) | 386 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 10 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 50 | 6 | < 0.1% |
| 71.58 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 440000 | 1 | |
| 405200 | 1 | |
| 400000 | 1 | |
| 395000 | 1 | |
| 380000 | 1 |
Airline_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1492 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4669.319054 |
| Minimum | 0 |
|---|---|
| Maximum | 2694664 |
| Zeros | 46359 |
| Zeros (%) | 92.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3919.5 |
| Maximum | 2694664 |
| Range | 2694664 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 55460.76836 |
|---|---|
| Coefficient of variation (CV) | 11.87769945 |
| Kurtosis | 1166.967589 |
| Mean | 4669.319054 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.18308024 |
| Sum | 233465952.7 |
| Variance | 3075896827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 150 | 72 | 0.1% |
| 300 | 66 | 0.1% |
| 250 | 60 | 0.1% |
| 200 | 52 | 0.1% |
| 100 | 44 | 0.1% |
| 450 | 40 | 0.1% |
| 170811 | 33 | 0.1% |
| 400 | 31 | 0.1% |
| 350 | 28 | 0.1% |
| Other values (1482) | 3215 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 50 | 2 | < 0.1% |
| 99 | 3 | < 0.1% |
| 100 | 44 | 0.1% |
| 104.25 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2694664 | 2 | < 0.1% |
| 2444185.67 | 8 | |
| 2417315 | 1 | < 0.1% |
| 2088682 | 2 | < 0.1% |
| 1972827 | 2 | < 0.1% |
transport_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6259 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6478.121951 |
| Minimum | 0 |
|---|---|
| Maximum | 2169027.5 |
| Zeros | 37570 |
| Zeros (%) | 75.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 24000 |
| Maximum | 2169027.5 |
| Range | 2169027.5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 47412.96853 |
|---|---|
| Coefficient of variation (CV) | 7.318937323 |
| Kurtosis | 561.0998448 |
| Mean | 6478.121951 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.68576257 |
| Sum | 323906097.6 |
| Variance | 2247989585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 2 | 221 | 0.4% |
| 1000 | 117 | 0.2% |
| 500 | 77 | 0.2% |
| 1 | 65 | 0.1% |
| 2000 | 53 | 0.1% |
| 200 | 45 | 0.1% |
| 1500 | 43 | 0.1% |
| 300 | 34 | 0.1% |
| 4 | 33 | 0.1% |
| Other values (6249) | 11742 | 23.5% |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 1 | 65 | 0.1% |
| 1.3 | 1 | < 0.1% |
| 2 | 221 | 0.4% |
| 2.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2169027.5 | 1 | < 0.1% |
| 1403342.66 | 25 | |
| 1150000 | 6 | < 0.1% |
| 1027529.2 | 1 | < 0.1% |
| 1019060 | 1 | < 0.1% |
Insurance_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6348 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9789.220463 |
| Minimum | 0 |
|---|---|
| Maximum | 4484200 |
| Zeros | 39445 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 42734.95 |
| Maximum | 4484200 |
| Range | 4484200 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 70123.11161 |
|---|---|
| Coefficient of variation (CV) | 7.163298843 |
| Kurtosis | 1813.36226 |
| Mean | 9789.220463 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.35284618 |
| Sum | 489461023.2 |
| Variance | 4917250782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1116060 | 33 | 0.1% |
| 530 | 33 | 0.1% |
| 10000 | 27 | 0.1% |
| 15000 | 26 | 0.1% |
| 5000 | 26 | 0.1% |
| 3801 | 21 | < 0.1% |
| 102250 | 20 | < 0.1% |
| 887 | 20 | < 0.1% |
| 52250 | 18 | < 0.1% |
| Other values (6338) | 10331 | 20.7% |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1 | 1 | < 0.1% |
| 2 | 5 | < 0.1% |
| 11 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4484200 | 1 | < 0.1% |
| 4275963 | 5 | |
| 2176772.64 | 2 | < 0.1% |
| 1486353.22 | 1 | < 0.1% |
| 1329325.26 | 4 |
Hotels_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6237 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6508.666604 |
| Minimum | 0 |
|---|---|
| Maximum | 4479268.69 |
| Zeros | 36891 |
| Zeros (%) | 73.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 356 |
| 95-th percentile | 25603.06 |
| Maximum | 4479268.69 |
| Range | 4479268.69 |
| Interquartile range (IQR) | 356 |
Descriptive statistics
| Standard deviation | 49810.4365 |
|---|---|
| Coefficient of variation (CV) | 7.65294023 |
| Kurtosis | 3040.056778 |
| Mean | 6508.666604 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.77689715 |
| Sum | 325433330.2 |
| Variance | 2481079584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 3000 | 48 | 0.1% |
| 2000 | 43 | 0.1% |
| 1760 | 34 | 0.1% |
| 1500 | 30 | 0.1% |
| 5000 | 29 | 0.1% |
| 10000 | 29 | 0.1% |
| 1000 | 26 | 0.1% |
| 4000 | 26 | 0.1% |
| 2500 | 25 | 0.1% |
| Other values (6227) | 12819 | 25.6% |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 1 | 4 | < 0.1% |
| 2 | 18 | < 0.1% |
| 6 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4479268.69 | 2 | < 0.1% |
| 2260639.29 | 2 | < 0.1% |
| 1723207.74 | 7 | |
| 1576184.34 | 2 | < 0.1% |
| 1027180.5 | 4 |
Railways_amt_6m
Real number (ℝ)
| Distinct | 6459 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5483.707647 |
| Minimum | 0 |
|---|---|
| Maximum | 1080511 |
| Zeros | 39278 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 22424.38 |
| Maximum | 1080511 |
| Range | 1080511 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 32094.90815 |
|---|---|
| Coefficient of variation (CV) | 5.852775206 |
| Kurtosis | 295.10659 |
| Mean | 5483.707647 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.74147247 |
| Sum | 274185382.4 |
| Variance | 1030083129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 500 | 45 | 0.1% |
| 3897 | 33 | 0.1% |
| 200 | 30 | 0.1% |
| 300 | 29 | 0.1% |
| 102.12 | 27 | 0.1% |
| 57457.7 | 25 | 0.1% |
| 100 | 24 | < 0.1% |
| 644062.26 | 20 | < 0.1% |
| 1 | 18 | < 0.1% |
| Other values (6449) | 10471 | 20.9% |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 1 | 18 | < 0.1% |
| 1.21 | 1 | < 0.1% |
| 1.53 | 1 | < 0.1% |
| 2 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1080511 | 2 | < 0.1% |
| 820633.41 | 11 | |
| 785491 | 2 | < 0.1% |
| 783356.6 | 1 | < 0.1% |
| 650000 | 2 | < 0.1% |
Airports_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.370073 |
| Minimum | 0 |
|---|---|
| Maximum | 14471.55 |
| Zeros | 49945 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14471.55 |
| Range | 14471.55 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 190.1376108 |
|---|---|
| Coefficient of variation (CV) | 43.50902394 |
| Kurtosis | 2906.5728 |
| Mean | 4.370073 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.14727746 |
| Sum | 218503.65 |
| Variance | 36152.31103 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 10300 | 12 | < 0.1% |
| 750 | 5 | < 0.1% |
| 150 | 3 | < 0.1% |
| 600 | 3 | < 0.1% |
| 1500 | 3 | < 0.1% |
| 5200 | 3 | < 0.1% |
| 500 | 2 | < 0.1% |
| 2175.53 | 2 | < 0.1% |
| 1920 | 2 | < 0.1% |
| Other values (17) | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 121.09 | 1 | < 0.1% |
| 130 | 1 | < 0.1% |
| 150 | 3 | < 0.1% |
| 240 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14471.55 | 1 | < 0.1% |
| 10300 | 12 | |
| 8732.42 | 1 | < 0.1% |
| 6195 | 1 | < 0.1% |
| 5200 | 3 | < 0.1% |
Utility_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 14777 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20979.84211 |
| Minimum | 0 |
|---|---|
| Maximum | 4087763.19 |
| Zeros | 20688 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 984.6 |
| Q3 | 7823.165 |
| 95-th percentile | 67000 |
| Maximum | 4087763.19 |
| Range | 4087763.19 |
| Interquartile range (IQR) | 7823.165 |
Descriptive statistics
| Standard deviation | 141481.9163 |
|---|---|
| Coefficient of variation (CV) | 6.743707393 |
| Kurtosis | 547.0708129 |
| Mean | 20979.84211 |
| Median Absolute Deviation (MAD) | 984.6 |
| Skewness | 21.14555362 |
| Sum | 1048992105 |
| Variance | 2.001713264 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 2 | 204 | 0.4% |
| 1947 | 149 | 0.3% |
| 1178.82 | 139 | 0.3% |
| 666 | 132 | 0.3% |
| 2999 | 110 | 0.2% |
| 597 | 94 | 0.2% |
| 4000 | 84 | 0.2% |
| 719 | 80 | 0.2% |
| 1298 | 67 | 0.1% |
| Other values (14767) | 28253 |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 1 | 10 | < 0.1% |
| 1.18 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 2 | 204 | 0.4% |
| Value | Count | Frequency (%) |
| 4087763.19 | 34 | |
| 3293669.12 | 3 | < 0.1% |
| 2983747.64 | 14 | |
| 2179970.74 | 2 | < 0.1% |
| 2135000 | 2 | < 0.1% |
Retail_amt_6m
Real number (ℝ)
| Distinct | 11163 |
|---|---|
| Distinct (%) | 22.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10277.3661 |
| Minimum | 0 |
|---|---|
| Maximum | 2444657.25 |
| Zeros | 25725 |
| Zeros (%) | 51.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4815.2775 |
| 95-th percentile | 40845.3 |
| Maximum | 2444657.25 |
| Range | 2444657.25 |
| Interquartile range (IQR) | 4815.2775 |
Descriptive statistics
| Standard deviation | 49404.26127 |
|---|---|
| Coefficient of variation (CV) | 4.807093645 |
| Kurtosis | 477.3922902 |
| Mean | 10277.3661 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.10848078 |
| Sum | 513868305.1 |
| Variance | 2440781032 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 4000 | 155 | 0.3% |
| 5000 | 88 | 0.2% |
| 1000 | 88 | 0.2% |
| 500 | 83 | 0.2% |
| 2000 | 75 | 0.1% |
| 10000 | 71 | 0.1% |
| 300 | 56 | 0.1% |
| 3000 | 55 | 0.1% |
| 2500 | 48 | 0.1% |
| Other values (11153) | 23556 |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 1 | 10 | < 0.1% |
| 2 | 47 | 0.1% |
| 3 | 1 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2444657.25 | 1 | < 0.1% |
| 2028399.4 | 1 | < 0.1% |
| 1950777.21 | 1 | < 0.1% |
| 1700000 | 1 | < 0.1% |
| 1447823 | 11 |
Medical_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 8057 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5956.067773 |
| Minimum | 0 |
|---|---|
| Maximum | 2402098 |
| Zeros | 32314 |
| Zeros (%) | 64.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1402 |
| 95-th percentile | 23824.6725 |
| Maximum | 2402098 |
| Range | 2402098 |
| Interquartile range (IQR) | 1402 |
Descriptive statistics
| Standard deviation | 37995.19547 |
|---|---|
| Coefficient of variation (CV) | 6.379241626 |
| Kurtosis | 1358.903652 |
| Mean | 5956.067773 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.47865804 |
| Sum | 297803388.7 |
| Variance | 1443634878 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 127 | 0.3% |
| 1000 | 88 | 0.2% |
| 800 | 78 | 0.2% |
| 600 | 76 | 0.2% |
| 500 | 73 | 0.1% |
| 400 | 66 | 0.1% |
| 10000 | 62 | 0.1% |
| 1500 | 60 | 0.1% |
| 386 | 58 | 0.1% |
| Other values (8047) | 16998 |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 127 | 0.3% |
| 1.74 | 1 | < 0.1% |
| 2 | 16 | < 0.1% |
| 2.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2402098 | 3 | |
| 1920000 | 2 | |
| 1200021 | 1 | < 0.1% |
| 1004101.15 | 2 | |
| 991851 | 3 |
Fuel_amt_6m
Real number (ℝ)
| Distinct | 15280 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7818.260737 |
| Minimum | 0 |
|---|---|
| Maximum | 720806.32 |
| Zeros | 21967 |
| Zeros (%) | 43.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 957.51 |
| Q3 | 8259.5975 |
| 95-th percentile | 34593.08 |
| Maximum | 720806.32 |
| Range | 720806.32 |
| Interquartile range (IQR) | 8259.5975 |
Descriptive statistics
| Standard deviation | 19450.44167 |
|---|---|
| Coefficient of variation (CV) | 2.487822078 |
| Kurtosis | 207.5981641 |
| Mean | 7818.260737 |
| Median Absolute Deviation (MAD) | 957.51 |
| Skewness | 9.776964854 |
| Sum | 390913036.8 |
| Variance | 378319681.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 2023.6 | 248 | 0.5% |
| 3035.4 | 237 | 0.5% |
| 2020 | 208 | 0.4% |
| 1011.8 | 201 | 0.4% |
| 1010 | 182 | 0.4% |
| 505 | 153 | 0.3% |
| 4047.2 | 128 | 0.3% |
| 2529.5 | 100 | 0.2% |
| 505.9 | 97 | 0.2% |
| Other values (15270) | 26479 |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 40.47 | 1 | < 0.1% |
| 41.36 | 2 | < 0.1% |
| 50.5 | 1 | < 0.1% |
| 70.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 720806.32 | 3 | |
| 642096.54 | 2 | |
| 457796.21 | 2 | |
| 301441.79 | 3 | |
| 280881.76 | 3 |
DeptStores_amt_6m
Real number (ℝ)
| Distinct | 16736 |
|---|---|
| Distinct (%) | 33.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11766.24459 |
| Minimum | 0 |
|---|---|
| Maximum | 2500871.5 |
| Zeros | 20359 |
| Zeros (%) | 40.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1025.85 |
| Q3 | 6647.36 |
| 95-th percentile | 30875.1925 |
| Maximum | 2500871.5 |
| Range | 2500871.5 |
| Interquartile range (IQR) | 6647.36 |
Descriptive statistics
| Standard deviation | 64171.46191 |
|---|---|
| Coefficient of variation (CV) | 5.453860949 |
| Kurtosis | 434.6925681 |
| Mean | 11766.24459 |
| Median Absolute Deviation (MAD) | 1025.85 |
| Skewness | 17.05207472 |
| Sum | 588312229.7 |
| Variance | 4117976523 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1000 | 50 | 0.1% |
| 10000 | 43 | 0.1% |
| 3889.84 | 34 | 0.1% |
| 900 | 33 | 0.1% |
| 17463.93 | 33 | 0.1% |
| 200 | 31 | 0.1% |
| 25000 | 29 | 0.1% |
| 3000 | 27 | 0.1% |
| 5000 | 27 | 0.1% |
| Other values (16726) | 29334 |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1 | 6 | < 0.1% |
| 1.36 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.34 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2500871.5 | 3 | < 0.1% |
| 2428372 | 1 | < 0.1% |
| 2059552.18 | 8 | |
| 1392592.48 | 4 | |
| 1307000 | 2 | < 0.1% |
Food_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5214 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1385.462862 |
| Minimum | 0 |
|---|---|
| Maximum | 1096500 |
| Zeros | 34180 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 485 |
| 95-th percentile | 5079.79 |
| Maximum | 1096500 |
| Range | 1096500 |
| Interquartile range (IQR) | 485 |
Descriptive statistics
| Standard deviation | 14397.16652 |
|---|---|
| Coefficient of variation (CV) | 10.39159325 |
| Kurtosis | 3266.876924 |
| Mean | 1385.462862 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 49.93555124 |
| Sum | 69273143.11 |
| Variance | 207278403.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 2 | 92 | 0.2% |
| 500 | 73 | 0.1% |
| 400 | 57 | 0.1% |
| 1000 | 50 | 0.1% |
| 450 | 49 | 0.1% |
| 200 | 47 | 0.1% |
| 300 | 46 | 0.1% |
| 480 | 46 | 0.1% |
| 4 | 43 | 0.1% |
| Other values (5204) | 15317 |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 1 | 3 | < 0.1% |
| 2 | 92 | 0.2% |
| 3.12 | 1 | < 0.1% |
| 4 | 43 | 0.1% |
| Value | Count | Frequency (%) |
| 1096500 | 2 | < 0.1% |
| 1046805 | 3 | |
| 539123 | 1 | < 0.1% |
| 521890 | 1 | < 0.1% |
| 488020 | 5 |
Auto_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1867 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2167.957446 |
| Minimum | 0 |
|---|---|
| Maximum | 1219987 |
| Zeros | 46021 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4747.1 |
| Maximum | 1219987 |
| Range | 1219987 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 26685.79818 |
|---|---|
| Coefficient of variation (CV) | 12.30918911 |
| Kurtosis | 777.9184609 |
| Mean | 2167.957446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.52549873 |
| Sum | 108397872.3 |
| Variance | 712131824.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 10000 | 56 | 0.1% |
| 670267.04 | 33 | 0.1% |
| 25000 | 29 | 0.1% |
| 11000 | 27 | 0.1% |
| 3000 | 25 | 0.1% |
| 5000 | 24 | < 0.1% |
| 1000 | 23 | < 0.1% |
| 2000 | 21 | < 0.1% |
| 21000 | 21 | < 0.1% |
| Other values (1857) | 3720 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 59 | 2 | < 0.1% |
| 60 | 2 | < 0.1% |
| 66 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1219987 | 4 | < 0.1% |
| 802400 | 1 | < 0.1% |
| 800000 | 4 | < 0.1% |
| 709100 | 4 | < 0.1% |
| 670267.04 | 33 |
ClothStores_amt_6m
Real number (ℝ)
| Distinct | 12156 |
|---|---|
| Distinct (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9433.808793 |
| Minimum | 0 |
|---|---|
| Maximum | 1154700 |
| Zeros | 24277 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 499 |
| Q3 | 7897.24 |
| 95-th percentile | 39944.9 |
| Maximum | 1154700 |
| Range | 1154700 |
| Interquartile range (IQR) | 7897.24 |
Descriptive statistics
| Standard deviation | 31098.84787 |
|---|---|
| Coefficient of variation (CV) | 3.296531502 |
| Kurtosis | 291.5345429 |
| Mean | 9433.808793 |
| Median Absolute Deviation (MAD) | 499 |
| Skewness | 13.04381894 |
| Sum | 471690439.6 |
| Variance | 967138338.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 5000 | 54 | 0.1% |
| 3000 | 52 | 0.1% |
| 1000 | 49 | 0.1% |
| 400 | 48 | 0.1% |
| 2000 | 43 | 0.1% |
| 1500 | 42 | 0.1% |
| 1499 | 36 | 0.1% |
| 599 | 34 | 0.1% |
| 999 | 34 | 0.1% |
| Other values (12146) | 25331 |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 2 | 27 | 0.1% |
| 3.1 | 1 | < 0.1% |
| 10 | 7 | < 0.1% |
| 11 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1154700 | 3 | |
| 964208.44 | 3 | |
| 837031.06 | 4 | |
| 800000 | 1 | < 0.1% |
| 789448.5 | 1 | < 0.1% |
MiscServices_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5445 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2870.836041 |
| Minimum | 0 |
|---|---|
| Maximum | 1568000 |
| Zeros | 34785 |
| Zeros (%) | 69.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 308 |
| 95-th percentile | 11139.15 |
| Maximum | 1568000 |
| Range | 1568000 |
| Interquartile range (IQR) | 308 |
Descriptive statistics
| Standard deviation | 21446.42166 |
|---|---|
| Coefficient of variation (CV) | 7.470444621 |
| Kurtosis | 1377.045698 |
| Mean | 2870.836041 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.16463497 |
| Sum | 143541802.1 |
| Variance | 459949002.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 2 | 1374 | 2.7% |
| 1000 | 73 | 0.1% |
| 500 | 68 | 0.1% |
| 600 | 64 | 0.1% |
| 2000 | 60 | 0.1% |
| 5000 | 56 | 0.1% |
| 2500 | 53 | 0.1% |
| 3000 | 52 | 0.1% |
| 6000 | 51 | 0.1% |
| Other values (5435) | 13364 | 26.7% |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 1 | 10 | < 0.1% |
| 2 | 1374 | 2.7% |
| 3 | 1 | < 0.1% |
| 4 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1568000 | 1 | |
| 1105500 | 2 | |
| 1000705.7 | 2 | |
| 833000 | 2 | |
| 810929 | 2 |
HomeF_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1244 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1107.691418 |
| Minimum | 0 |
|---|---|
| Maximum | 521180.38 |
| Zeros | 47285 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 800 |
| Maximum | 521180.38 |
| Range | 521180.38 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11198.17701 |
|---|---|
| Coefficient of variation (CV) | 10.10947348 |
| Kurtosis | 961.430417 |
| Mean | 1107.691418 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.28062187 |
| Sum | 55384570.89 |
| Variance | 125399168.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 5000 | 32 | 0.1% |
| 20000 | 25 | 0.1% |
| 10000 | 21 | < 0.1% |
| 1000 | 16 | < 0.1% |
| 15000 | 13 | < 0.1% |
| 4200 | 13 | < 0.1% |
| 4449 | 12 | < 0.1% |
| 8000 | 12 | < 0.1% |
| 30000 | 12 | < 0.1% |
| Other values (1234) | 2559 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 1 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 521180.38 | 2 | < 0.1% |
| 516155 | 1 | < 0.1% |
| 500000 | 6 | |
| 387326 | 1 | < 0.1% |
| 353000 | 1 | < 0.1% |
Electronics_amt_6m
Real number (ℝ)
| Distinct | 8450 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7785.50485 |
| Minimum | 0 |
|---|---|
| Maximum | 1075000 |
| Zeros | 32112 |
| Zeros (%) | 64.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2105 |
| 95-th percentile | 36104.53 |
| Maximum | 1075000 |
| Range | 1075000 |
| Interquartile range (IQR) | 2105 |
Descriptive statistics
| Standard deviation | 37669.26346 |
|---|---|
| Coefficient of variation (CV) | 4.838384175 |
| Kurtosis | 260.1614027 |
| Mean | 7785.50485 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.72312102 |
| Sum | 389275242.5 |
| Variance | 1418973409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 199 | 103 | 0.2% |
| 1499 | 57 | 0.1% |
| 549 | 52 | 0.1% |
| 299 | 50 | 0.1% |
| 2 | 42 | 0.1% |
| 10000 | 41 | 0.1% |
| 2000 | 41 | 0.1% |
| 2999 | 40 | 0.1% |
| 15000 | 36 | 0.1% |
| Other values (8440) | 17426 |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 1 | 25 | 0.1% |
| 2 | 42 | 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1075000 | 1 | < 0.1% |
| 1004027.56 | 3 | < 0.1% |
| 959690 | 3 | < 0.1% |
| 942423 | 13 | |
| 790833.6 | 3 | < 0.1% |
MusicStores_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 246 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.767819 |
| Minimum | 0 |
|---|---|
| Maximum | 272142 |
| Zeros | 49307 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 272142 |
| Range | 272142 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2954.615352 |
|---|---|
| Coefficient of variation (CV) | 33.66399422 |
| Kurtosis | 7219.326039 |
| Mean | 87.767819 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 80.00078775 |
| Sum | 4388390.95 |
| Variance | 8729751.876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 99 | 22 | < 0.1% |
| 2000 | 18 | < 0.1% |
| 149 | 14 | < 0.1% |
| 5000 | 14 | < 0.1% |
| 75 | 13 | < 0.1% |
| 1499 | 13 | < 0.1% |
| 449 | 13 | < 0.1% |
| 269 | 12 | < 0.1% |
| 169 | 11 | < 0.1% |
| Other values (236) | 563 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 5 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 15 | 5 | < 0.1% |
| 18 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 272142 | 5 | |
| 88411 | 1 | < 0.1% |
| 50179 | 2 | < 0.1% |
| 49500 | 2 | < 0.1% |
| 39000 | 1 | < 0.1% |
Restaurants_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 14564 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5916.247728 |
| Minimum | 0 |
|---|---|
| Maximum | 1020000 |
| Zeros | 20254 |
| Zeros (%) | 40.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 680.1 |
| Q3 | 4861 |
| 95-th percentile | 24971 |
| Maximum | 1020000 |
| Range | 1020000 |
| Interquartile range (IQR) | 4861 |
Descriptive statistics
| Standard deviation | 22675.5409 |
|---|---|
| Coefficient of variation (CV) | 3.832757169 |
| Kurtosis | 668.8097281 |
| Mean | 5916.247728 |
| Median Absolute Deviation (MAD) | 680.1 |
| Skewness | 20.79086653 |
| Sum | 295812386.4 |
| Variance | 514180154.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 2 | 399 | 0.8% |
| 4 | 152 | 0.3% |
| 300 | 42 | 0.1% |
| 6 | 37 | 0.1% |
| 2061.65 | 33 | 0.1% |
| 220 | 32 | 0.1% |
| 1000 | 32 | 0.1% |
| 900 | 31 | 0.1% |
| 400 | 30 | 0.1% |
| Other values (14554) | 28958 |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 1 | 4 | < 0.1% |
| 2 | 399 | 0.8% |
| 4 | 152 | 0.3% |
| 6 | 37 | 0.1% |
| Value | Count | Frequency (%) |
| 1020000 | 1 | < 0.1% |
| 1000000 | 1 | < 0.1% |
| 863465.05 | 9 | |
| 657847.38 | 7 | |
| 495000 | 1 | < 0.1% |
DigitalGoods_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1822 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2473.969376 |
| Minimum | 0 |
|---|---|
| Maximum | 948600 |
| Zeros | 44043 |
| Zeros (%) | 88.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1891 |
| Maximum | 948600 |
| Range | 948600 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 30509.16017 |
|---|---|
| Coefficient of variation (CV) | 12.33206865 |
| Kurtosis | 531.4836965 |
| Mean | 2473.969376 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.24664222 |
| Sum | 123698468.8 |
| Variance | 930808854.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 2 | 169 | 0.3% |
| 1300 | 120 | 0.2% |
| 390 | 112 | 0.2% |
| 299 | 106 | 0.2% |
| 200 | 84 | 0.2% |
| 387 | 71 | 0.1% |
| 20 | 64 | 0.1% |
| 567 | 64 | 0.1% |
| 258 | 55 | 0.1% |
| Other values (1812) | 5112 | 10.2% |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 1 | 42 | 0.1% |
| 2 | 169 | 0.3% |
| 4 | 14 | < 0.1% |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 948600 | 8 | < 0.1% |
| 884000 | 2 | < 0.1% |
| 865000 | 20 | |
| 811681.72 | 2 | < 0.1% |
| 602499 | 5 | < 0.1% |
Alcohol_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2019 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 797.6000446 |
| Minimum | 0 |
|---|---|
| Maximum | 399994 |
| Zeros | 43436 |
| Zeros (%) | 86.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3683 |
| Maximum | 399994 |
| Range | 399994 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6130.755373 |
|---|---|
| Coefficient of variation (CV) | 7.686503297 |
| Kurtosis | 1671.293833 |
| Mean | 797.6000446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.97707862 |
| Sum | 39880002.23 |
| Variance | 37586161.44 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 900 | 48 | 0.1% |
| 600 | 47 | 0.1% |
| 360 | 42 | 0.1% |
| 1200 | 34 | 0.1% |
| 400 | 34 | 0.1% |
| 800 | 31 | 0.1% |
| 720 | 30 | 0.1% |
| 300 | 30 | 0.1% |
| 540 | 30 | 0.1% |
| Other values (2009) | 6238 | 12.5% |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 60 | 1 | < 0.1% |
| 90 | 4 | < 0.1% |
| 104 | 1 | < 0.1% |
| 105 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 399994 | 2 | |
| 390730 | 1 | < 0.1% |
| 390635 | 1 | < 0.1% |
| 231400 | 2 | |
| 200240 | 3 |
Books_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1938 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 634.0098318 |
| Minimum | 0 |
|---|---|
| Maximum | 949000 |
| Zeros | 45427 |
| Zeros (%) | 90.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1526 |
| Maximum | 949000 |
| Range | 949000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10100.5045 |
|---|---|
| Coefficient of variation (CV) | 15.93114805 |
| Kurtosis | 3809.320487 |
| Mean | 634.0098318 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.38559939 |
| Sum | 31700491.59 |
| Variance | 102020191.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 450 | 25 | 0.1% |
| 400 | 22 | < 0.1% |
| 300 | 22 | < 0.1% |
| 40000 | 20 | < 0.1% |
| 900 | 19 | < 0.1% |
| 1000 | 18 | < 0.1% |
| 2500 | 18 | < 0.1% |
| 600 | 17 | < 0.1% |
| 1700 | 17 | < 0.1% |
| Other values (1928) | 4395 | 8.8% |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 1 | 3 | < 0.1% |
| 1.51 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 10 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 949000 | 2 | < 0.1% |
| 464107.59 | 4 | |
| 400000 | 1 | < 0.1% |
| 368130 | 6 | |
| 281550 | 1 | < 0.1% |
Jewelry_amt_6m
Real number (ℝ)
| Distinct | 2303 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5020.164728 |
| Minimum | 0 |
|---|---|
| Maximum | 1312235 |
| Zeros | 44421 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20387.2 |
| Maximum | 1312235 |
| Range | 1312235 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 31291.24714 |
|---|---|
| Coefficient of variation (CV) | 6.233111628 |
| Kurtosis | 274.1977494 |
| Mean | 5020.164728 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.52489059 |
| Sum | 251008236.4 |
| Variance | 979142147.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 10000 | 105 | 0.2% |
| 5000 | 78 | 0.2% |
| 20000 | 76 | 0.2% |
| 30000 | 53 | 0.1% |
| 6000 | 51 | 0.1% |
| 2000 | 51 | 0.1% |
| 4000 | 45 | 0.1% |
| 15000 | 41 | 0.1% |
| 50000 | 38 | 0.1% |
| Other values (2293) | 5041 | 10.1% |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 10 | 2 | < 0.1% |
| 110 | 1 | < 0.1% |
| 119 | 3 | < 0.1% |
| 120 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1312235 | 1 | |
| 1126230 | 1 | |
| 832650 | 2 | |
| 829200 | 2 | |
| 724000 | 1 |
DirectM_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 836 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 440.4139112 |
| Minimum | 0 |
|---|---|
| Maximum | 1839140.65 |
| Zeros | 47389 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 149 |
| Maximum | 1839140.65 |
| Range | 1839140.65 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16126.08507 |
|---|---|
| Coefficient of variation (CV) | 36.61574865 |
| Kurtosis | 10640.73601 |
| Mean | 440.4139112 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 97.61371505 |
| Sum | 22020695.56 |
| Variance | 260050619.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 199 | 390 | 0.8% |
| 649 | 338 | 0.7% |
| 499 | 169 | 0.3% |
| 149 | 115 | 0.2% |
| 398 | 29 | 0.1% |
| 2 | 26 | 0.1% |
| 1298 | 19 | < 0.1% |
| 998 | 15 | < 0.1% |
| 501 | 11 | < 0.1% |
| Other values (826) | 1499 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 1 | 1 | < 0.1% |
| 2 | 26 | 0.1% |
| 12 | 2 | < 0.1% |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1839140.65 | 3 | |
| 1115580.42 | 1 | < 0.1% |
| 516502.12 | 1 | < 0.1% |
| 351866.94 | 1 | < 0.1% |
| 330896.88 | 1 | < 0.1% |
Cash_amt_6m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
QuasiCash_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.913654 |
| Minimum | 0 |
|---|---|
| Maximum | 149644.47 |
| Zeros | 49969 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 149644.47 |
| Range | 149644.47 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 967.3857349 |
|---|---|
| Coefficient of variation (CV) | 108.5285266 |
| Kurtosis | 22921.57892 |
| Mean | 8.913654 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 148.9790539 |
| Sum | 445682.7 |
| Variance | 935835.1601 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 285.61 | 5 | < 0.1% |
| 3393.16 | 4 | < 0.1% |
| 4457.23 | 4 | < 0.1% |
| 5007.12 | 3 | < 0.1% |
| 319.01 | 2 | < 0.1% |
| 149644.47 | 2 | < 0.1% |
| 21072.71 | 2 | < 0.1% |
| 2399.01 | 1 | < 0.1% |
| 8469.32 | 1 | < 0.1% |
| Other values (7) | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 285.61 | 5 | < 0.1% |
| 319.01 | 2 | < 0.1% |
| 754.41 | 1 | < 0.1% |
| 2009.57 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 149644.47 | 2 | |
| 27988.24 | 1 | |
| 21072.71 | 2 | |
| 8469.32 | 1 | |
| 5013.32 | 1 |
FS_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.366 |
| Minimum | 0 |
|---|---|
| Maximum | 30000 |
| Zeros | 49931 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30000 |
| Range | 30000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 174.5065703 |
|---|---|
| Coefficient of variation (CV) | 127.7500515 |
| Kurtosis | 25755.09187 |
| Mean | 1.366 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 159.7054686 |
| Sum | 68300 |
| Variance | 30452.54309 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 200 | 67 | 0.1% |
| 30000 | 1 | < 0.1% |
| 24900 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 200 | 67 | 0.1% |
| 24900 | 1 | < 0.1% |
| 30000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30000 | 1 | < 0.1% |
| 24900 | 1 | < 0.1% |
| 200 | 67 | 0.1% |
| 0 | 49931 |
RentPayments_amt_6m
Real number (ℝ)
| Distinct | 6705 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17250.93866 |
| Minimum | 0 |
|---|---|
| Maximum | 1013828 |
| Zeros | 38583 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 106470.675 |
| Maximum | 1013828 |
| Range | 1013828 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 51878.21575 |
|---|---|
| Coefficient of variation (CV) | 3.007269156 |
| Kurtosis | 42.62888392 |
| Mean | 17250.93866 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.359033025 |
| Sum | 862546933 |
| Variance | 2691349269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 20300 | 65 | 0.1% |
| 10150 | 58 | 0.1% |
| 3540 | 57 | 0.1% |
| 25375 | 42 | 0.1% |
| 20200 | 40 | 0.1% |
| 40600 | 30 | 0.1% |
| 30420 | 28 | 0.1% |
| 20310 | 27 | 0.1% |
| 30300 | 25 | 0.1% |
| Other values (6695) | 11045 | 22.1% |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 1 | 1 | < 0.1% |
| 1.01 | 1 | < 0.1% |
| 2 | 18 | < 0.1% |
| 5.11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1013828 | 1 | |
| 959020 | 1 | |
| 891620.5 | 1 | |
| 807058 | 1 | |
| 797900 | 2 |
WalletLoad_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4467 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3405.023854 |
| Minimum | 0 |
|---|---|
| Maximum | 1835364.3 |
| Zeros | 39449 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20336.72 |
| Maximum | 1835364.3 |
| Range | 1835364.3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 20662.81433 |
|---|---|
| Coefficient of variation (CV) | 6.06833174 |
| Kurtosis | 2728.405834 |
| Mean | 3405.023854 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 38.26647813 |
| Sum | 170251192.7 |
| Variance | 426951896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1023 | 139 | 0.3% |
| 1000 | 123 | 0.2% |
| 500 | 105 | 0.2% |
| 2000 | 103 | 0.2% |
| 4000 | 103 | 0.2% |
| 10230 | 99 | 0.2% |
| 2046 | 85 | 0.2% |
| 5115 | 81 | 0.2% |
| 20460 | 79 | 0.2% |
| Other values (4457) | 9634 | 19.3% |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1 | 5 | < 0.1% |
| 1.02 | 5 | < 0.1% |
| 1.03 | 1 | < 0.1% |
| 2 | 43 | 0.1% |
| Value | Count | Frequency (%) |
| 1835364.3 | 2 | < 0.1% |
| 684317.7 | 4 | |
| 656226.57 | 6 | |
| 337932 | 7 | |
| 323330 | 2 | < 0.1% |
BusinessServ_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 10073 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10236.93259 |
| Minimum | 0 |
|---|---|
| Maximum | 4905650 |
| Zeros | 28973 |
| Zeros (%) | 57.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1399 |
| 95-th percentile | 20072 |
| Maximum | 4905650 |
| Range | 4905650 |
| Interquartile range (IQR) | 1399 |
Descriptive statistics
| Standard deviation | 110315.3813 |
|---|---|
| Coefficient of variation (CV) | 10.77621449 |
| Kurtosis | 1051.347246 |
| Mean | 10236.93259 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.70445734 |
| Sum | 511846629.6 |
| Variance | 1.216948335 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1000 | 94 | 0.2% |
| 600 | 65 | 0.1% |
| 899 | 63 | 0.1% |
| 1500 | 63 | 0.1% |
| 1499 | 60 | 0.1% |
| 500 | 56 | 0.1% |
| 2 | 49 | 0.1% |
| 400 | 48 | 0.1% |
| 3000 | 45 | 0.1% |
| Other values (10063) | 20484 |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1 | 17 | < 0.1% |
| 2 | 49 | 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 4905650 | 11 | |
| 3121264.01 | 1 | < 0.1% |
| 2828574 | 14 | |
| 2697100 | 4 | < 0.1% |
| 1894211.09 | 12 |
ProfServ_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2179 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2725.70208 |
| Minimum | 0 |
|---|---|
| Maximum | 1500000 |
| Zeros | 44022 |
| Zeros (%) | 88.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6807.2 |
| Maximum | 1500000 |
| Range | 1500000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 27657.61293 |
|---|---|
| Coefficient of variation (CV) | 10.14696842 |
| Kurtosis | 1000.913767 |
| Mean | 2725.70208 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.89576097 |
| Sum | 136285104 |
| Variance | 764943553.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 500 | 95 | 0.2% |
| 1000 | 76 | 0.2% |
| 1500 | 68 | 0.1% |
| 3000 | 66 | 0.1% |
| 5000 | 65 | 0.1% |
| 10000 | 61 | 0.1% |
| 4032 | 52 | 0.1% |
| 2000 | 50 | 0.1% |
| 400 | 40 | 0.1% |
| Other values (2169) | 5405 | 10.8% |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 1 | 8 | < 0.1% |
| 10 | 3 | < 0.1% |
| 29 | 2 | < 0.1% |
| 31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1500000 | 2 | |
| 1302900 | 2 | |
| 1300000 | 1 | |
| 1150000 | 1 | |
| 1125000 | 1 |
Education_amt_6m
Real number (ℝ)
| Distinct | 3859 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6434.501254 |
| Minimum | 0 |
|---|---|
| Maximum | 1505584 |
| Zeros | 41554 |
| Zeros (%) | 83.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 34443.63 |
| Maximum | 1505584 |
| Range | 1505584 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 37406.22845 |
|---|---|
| Coefficient of variation (CV) | 5.813384281 |
| Kurtosis | 451.9611095 |
| Mean | 6434.501254 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.12044735 |
| Sum | 321725062.7 |
| Variance | 1399225926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 2 | 572 | 1.1% |
| 455 | 41 | 0.1% |
| 1000 | 40 | 0.1% |
| 10000 | 39 | 0.1% |
| 500 | 37 | 0.1% |
| 15000 | 35 | 0.1% |
| 68215.44 | 33 | 0.1% |
| 3000 | 31 | 0.1% |
| 20000 | 30 | 0.1% |
| Other values (3849) | 7588 | 15.2% |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 1 | 1 | < 0.1% |
| 1.03 | 1 | < 0.1% |
| 2 | 572 | 1.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1505584 | 3 | |
| 1250000 | 5 | |
| 1186450.01 | 3 | |
| 928098.23 | 1 | < 0.1% |
| 898741 | 6 |
GovtServices_amt_6m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 7060 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18016.19656 |
| Minimum | 0 |
|---|---|
| Maximum | 15000000 |
| Zeros | 36573 |
| Zeros (%) | 73.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 300 |
| 95-th percentile | 25266.326 |
| Maximum | 15000000 |
| Range | 15000000 |
| Interquartile range (IQR) | 300 |
Descriptive statistics
| Standard deviation | 389880.2572 |
|---|---|
| Coefficient of variation (CV) | 21.64054194 |
| Kurtosis | 1436.625262 |
| Mean | 18016.19656 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.52586981 |
| Sum | 900809827.8 |
| Variance | 1.52006615 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 50 | 113 | 0.2% |
| 1526.55 | 92 | 0.2% |
| 500 | 83 | 0.2% |
| 201.76 | 70 | 0.1% |
| 200 | 61 | 0.1% |
| 100 | 53 | 0.1% |
| 1000 | 45 | 0.1% |
| 50445 | 43 | 0.1% |
| 2000 | 41 | 0.1% |
| Other values (7050) | 12826 | 25.7% |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 3.03 | 2 | < 0.1% |
| 5.06 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8.26 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 15000000 | 33 | |
| 2458136 | 5 | < 0.1% |
| 2281696.4 | 1 | < 0.1% |
| 1654514 | 1 | < 0.1% |
| 1594670.03 | 2 | < 0.1% |
Agri_12m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
Contract_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01372 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 49536 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1941456037 |
|---|---|
| Coefficient of variation (CV) | 14.15055421 |
| Kurtosis | 2097.9857 |
| Mean | 0.01372 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.78914986 |
| Sum | 686 |
| Variance | 0.03769251545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 1 | 360 | 0.7% |
| 2 | 56 | 0.1% |
| 3 | 23 | < 0.1% |
| 4 | 14 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 1 | 360 | 0.7% |
| 2 | 56 | 0.1% |
| 3 | 23 | < 0.1% |
| 4 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 17 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 9 | 2 | |
| 7 | 1 | < 0.1% |
| 6 | 3 |
Airline_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22376 |
| Minimum | 0 |
|---|---|
| Maximum | 86 |
| Zeros | 46359 |
| Zeros (%) | 92.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 86 |
| Range | 86 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.227013842 |
|---|---|
| Coefficient of variation (CV) | 9.952689678 |
| Kurtosis | 1033.304052 |
| Mean | 0.22376 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.50974303 |
| Sum | 11188 |
| Variance | 4.959590654 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 1 | 1963 | 3.9% |
| 2 | 743 | 1.5% |
| 3 | 353 | 0.7% |
| 4 | 149 | 0.3% |
| 5 | 107 | 0.2% |
| 6 | 59 | 0.1% |
| 7 | 49 | 0.1% |
| 10 | 38 | 0.1% |
| 8 | 34 | 0.1% |
| Other values (20) | 146 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 1 | 1963 | 3.9% |
| 2 | 743 | 1.5% |
| 3 | 353 | 0.7% |
| 4 | 149 | 0.3% |
| Value | Count | Frequency (%) |
| 86 | 12 | |
| 80 | 14 | |
| 47 | 8 | |
| 38 | 2 | < 0.1% |
| 37 | 1 | < 0.1% |
transport_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.10542 |
| Minimum | 0 |
|---|---|
| Maximum | 199 |
| Zeros | 37570 |
| Zeros (%) | 75.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 199 |
| Range | 199 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.996150907 |
|---|---|
| Coefficient of variation (CV) | 5.424319179 |
| Kurtosis | 627.6198803 |
| Mean | 1.10542 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.19144641 |
| Sum | 55271 |
| Variance | 35.9538257 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 1 | 5482 | 11.0% |
| 2 | 2432 | 4.9% |
| 3 | 1270 | 2.5% |
| 4 | 745 | 1.5% |
| 5 | 448 | 0.9% |
| 6 | 330 | 0.7% |
| 7 | 249 | 0.5% |
| 8 | 198 | 0.4% |
| 9 | 136 | 0.3% |
| Other values (63) | 1140 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 1 | 5482 | 11.0% |
| 2 | 2432 | 4.9% |
| 3 | 1270 | 2.5% |
| 4 | 745 | 1.5% |
| Value | Count | Frequency (%) |
| 199 | 25 | |
| 148 | 1 | < 0.1% |
| 122 | 1 | < 0.1% |
| 120 | 2 | < 0.1% |
| 106 | 1 | < 0.1% |
Insurance_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57774 |
| Minimum | 0 |
|---|---|
| Maximum | 348 |
| Zeros | 39445 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 348 |
| Range | 348 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.488919636 |
|---|---|
| Coefficient of variation (CV) | 7.769792011 |
| Kurtosis | 3666.095835 |
| Mean | 0.57774 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 51.17353581 |
| Sum | 28887 |
| Variance | 20.1503995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1 | 6145 | 12.3% |
| 2 | 2214 | 4.4% |
| 3 | 928 | 1.9% |
| 4 | 443 | 0.9% |
| 5 | 177 | 0.4% |
| 6 | 119 | 0.2% |
| 7 | 78 | 0.2% |
| 12 | 42 | 0.1% |
| 34 | 40 | 0.1% |
| Other values (36) | 369 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1 | 6145 | 12.3% |
| 2 | 2214 | 4.4% |
| 3 | 928 | 1.9% |
| 4 | 443 | 0.9% |
| Value | Count | Frequency (%) |
| 348 | 5 | |
| 94 | 9 | |
| 91 | 7 | |
| 89 | 3 | < 0.1% |
| 73 | 2 | < 0.1% |
Hotels_12m
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72448 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 36891 |
| Zeros (%) | 73.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.03482961 |
|---|---|
| Coefficient of variation (CV) | 2.808676029 |
| Kurtosis | 156.4901343 |
| Mean | 0.72448 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.30915014 |
| Sum | 36224 |
| Variance | 4.14053154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 1 | 5807 | 11.6% |
| 2 | 2897 | 5.8% |
| 3 | 1494 | 3.0% |
| 4 | 873 | 1.7% |
| 5 | 569 | 1.1% |
| 6 | 395 | 0.8% |
| 7 | 281 | 0.6% |
| 8 | 222 | 0.4% |
| 10 | 119 | 0.2% |
| Other values (23) | 452 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 1 | 5807 | 11.6% |
| 2 | 2897 | 5.8% |
| 3 | 1494 | 3.0% |
| 4 | 873 | 1.7% |
| Value | Count | Frequency (%) |
| 65 | 6 | |
| 38 | 3 | |
| 36 | 1 | < 0.1% |
| 31 | 2 | < 0.1% |
| 29 | 3 |
Railways_12m
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72686 |
| Minimum | 0 |
|---|---|
| Maximum | 88 |
| Zeros | 39278 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 88 |
| Range | 88 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.135737744 |
|---|---|
| Coefficient of variation (CV) | 4.314087642 |
| Kurtosis | 341.1364602 |
| Mean | 0.72686 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.25758491 |
| Sum | 36343 |
| Variance | 9.832851197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 1 | 4539 | 9.1% |
| 2 | 2330 | 4.7% |
| 3 | 1261 | 2.5% |
| 4 | 721 | 1.4% |
| 5 | 388 | 0.8% |
| 6 | 313 | 0.6% |
| 7 | 208 | 0.4% |
| 8 | 180 | 0.4% |
| 10 | 155 | 0.3% |
| Other values (35) | 627 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 1 | 4539 | 9.1% |
| 2 | 2330 | 4.7% |
| 3 | 1261 | 2.5% |
| 4 | 721 | 1.4% |
| Value | Count | Frequency (%) |
| 88 | 20 | |
| 80 | 1 | < 0.1% |
| 67 | 10 | |
| 65 | 2 | < 0.1% |
| 61 | 4 | < 0.1% |
Airports_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00146 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 49945 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04917231699 |
|---|---|
| Coefficient of variation (CV) | 33.67966917 |
| Kurtosis | 3033.124738 |
| Mean | 0.00146 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 46.50959616 |
| Sum | 73 |
| Variance | 0.002417916758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 1 | 40 | 0.1% |
| 2 | 14 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 1 | 40 | 0.1% |
| 2 | 14 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 2 | 14 | < 0.1% |
| 1 | 40 | 0.1% |
| 0 | 49945 |
Utility_12m
Real number (ℝ)
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5979 |
| Minimum | 0 |
|---|---|
| Maximum | 389 |
| Zeros | 20688 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 13 |
| Maximum | 389 |
| Range | 389 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 13.89091627 |
|---|---|
| Coefficient of variation (CV) | 3.860840009 |
| Kurtosis | 489.6128409 |
| Mean | 3.5979 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 19.79756961 |
| Sum | 179895 |
| Variance | 192.9575547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 1 | 7710 | 15.4% |
| 2 | 4609 | 9.2% |
| 3 | 3598 | 7.2% |
| 4 | 2685 | 5.4% |
| 5 | 2048 | 4.1% |
| 6 | 1642 | 3.3% |
| 7 | 1255 | 2.5% |
| 8 | 891 | 1.8% |
| 9 | 832 | 1.7% |
| Other values (80) | 4042 | 8.1% |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 1 | 7710 | 15.4% |
| 2 | 4609 | 9.2% |
| 3 | 3598 | 7.2% |
| 4 | 2685 | 5.4% |
| Value | Count | Frequency (%) |
| 389 | 34 | |
| 285 | 19 | |
| 274 | 1 | < 0.1% |
| 269 | 4 | < 0.1% |
| 176 | 14 |
Retail_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.84948 |
| Minimum | 0 |
|---|---|
| Maximum | 1044 |
| Zeros | 25725 |
| Zeros (%) | 51.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 1044 |
| Range | 1044 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 9.256715263 |
|---|---|
| Coefficient of variation (CV) | 5.005036693 |
| Kurtosis | 4258.902872 |
| Mean | 1.84948 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.81860742 |
| Sum | 92474 |
| Variance | 85.68677747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 1 | 9248 | 18.5% |
| 2 | 5028 | 10.1% |
| 3 | 3046 | 6.1% |
| 4 | 1920 | 3.8% |
| 5 | 1258 | 2.5% |
| 6 | 838 | 1.7% |
| 7 | 675 | 1.4% |
| 8 | 441 | 0.9% |
| 9 | 401 | 0.8% |
| Other values (61) | 1420 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 1 | 9248 | 18.5% |
| 2 | 5028 | 10.1% |
| 3 | 3046 | 6.1% |
| 4 | 1920 | 3.8% |
| Value | Count | Frequency (%) |
| 1044 | 1 | < 0.1% |
| 470 | 2 | < 0.1% |
| 465 | 3 | |
| 378 | 2 | < 0.1% |
| 369 | 5 |
Medical_12m
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.43778 |
| Minimum | 0 |
|---|---|
| Maximum | 83 |
| Zeros | 32314 |
| Zeros (%) | 64.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 83 |
| Range | 83 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.608189165 |
|---|---|
| Coefficient of variation (CV) | 2.509555819 |
| Kurtosis | 71.74185192 |
| Mean | 1.43778 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.334131441 |
| Sum | 71889 |
| Variance | 13.01902905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 5870 | 11.7% |
| 2 | 3410 | 6.8% |
| 3 | 2137 | 4.3% |
| 4 | 1478 | 3.0% |
| 5 | 1018 | 2.0% |
| 6 | 752 | 1.5% |
| 7 | 616 | 1.2% |
| 8 | 470 | 0.9% |
| 9 | 318 | 0.6% |
| Other values (42) | 1617 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 5870 | 11.7% |
| 2 | 3410 | 6.8% |
| 3 | 2137 | 4.3% |
| 4 | 1478 | 3.0% |
| Value | Count | Frequency (%) |
| 83 | 4 | |
| 65 | 3 | < 0.1% |
| 61 | 8 | |
| 58 | 4 | |
| 54 | 5 |
Fuel_12m
Real number (ℝ)
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.47412 |
| Minimum | 0 |
|---|---|
| Maximum | 193 |
| Zeros | 21967 |
| Zeros (%) | 43.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 14 |
| Maximum | 193 |
| Range | 193 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.213805795 |
|---|---|
| Coefficient of variation (CV) | 1.788598492 |
| Kurtosis | 65.06113242 |
| Mean | 3.47412 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.34325986 |
| Sum | 173706 |
| Variance | 38.61138245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 1 | 5535 | 11.1% |
| 2 | 3807 | 7.6% |
| 3 | 3078 | 6.2% |
| 4 | 2626 | 5.3% |
| 5 | 2121 | 4.2% |
| 6 | 1802 | 3.6% |
| 7 | 1399 | 2.8% |
| 8 | 1208 | 2.4% |
| 9 | 1095 | 2.2% |
| Other values (67) | 5362 | 10.7% |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 1 | 5535 | 11.1% |
| 2 | 3807 | 7.6% |
| 3 | 3078 | 6.2% |
| 4 | 2626 | 5.3% |
| Value | Count | Frequency (%) |
| 193 | 1 | < 0.1% |
| 138 | 3 | |
| 112 | 1 | < 0.1% |
| 110 | 4 | |
| 96 | 1 | < 0.1% |
DeptStores_12m
Real number (ℝ)
| Distinct | 92 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.76012 |
| Minimum | 0 |
|---|---|
| Maximum | 187 |
| Zeros | 20359 |
| Zeros (%) | 40.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 16 |
| Maximum | 187 |
| Range | 187 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.832164735 |
|---|---|
| Coefficient of variation (CV) | 2.082956059 |
| Kurtosis | 65.82871473 |
| Mean | 3.76012 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.028340139 |
| Sum | 188006 |
| Variance | 61.34280444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1 | 7343 | 14.7% |
| 2 | 4793 | 9.6% |
| 3 | 3442 | 6.9% |
| 4 | 2539 | 5.1% |
| 5 | 1889 | 3.8% |
| 6 | 1340 | 2.7% |
| 7 | 1108 | 2.2% |
| 8 | 943 | 1.9% |
| 9 | 814 | 1.6% |
| Other values (82) | 5430 | 10.9% |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1 | 7343 | 14.7% |
| 2 | 4793 | 9.6% |
| 3 | 3442 | 6.9% |
| 4 | 2539 | 5.1% |
| Value | Count | Frequency (%) |
| 187 | 3 | |
| 140 | 5 | |
| 139 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 124 | 2 | < 0.1% |
Food_12m
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.91748 |
| Minimum | 0 |
|---|---|
| Maximum | 114 |
| Zeros | 34180 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 114 |
| Range | 114 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.608962741 |
|---|---|
| Coefficient of variation (CV) | 2.843618107 |
| Kurtosis | 433.8072451 |
| Mean | 0.91748 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.85156464 |
| Sum | 45874 |
| Variance | 6.806686583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 1 | 6851 | 13.7% |
| 2 | 3390 | 6.8% |
| 3 | 1911 | 3.8% |
| 4 | 1127 | 2.3% |
| 5 | 723 | 1.4% |
| 6 | 470 | 0.9% |
| 7 | 316 | 0.6% |
| 8 | 220 | 0.4% |
| 9 | 194 | 0.4% |
| Other values (32) | 618 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 1 | 6851 | 13.7% |
| 2 | 3390 | 6.8% |
| 3 | 1911 | 3.8% |
| 4 | 1127 | 2.3% |
| Value | Count | Frequency (%) |
| 114 | 5 | |
| 80 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 56 | 2 | < 0.1% |
| 55 | 2 | < 0.1% |
Auto_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15662 |
| Minimum | 0 |
|---|---|
| Maximum | 57 |
| Zeros | 46021 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 57 |
| Range | 57 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.435385447 |
|---|---|
| Coefficient of variation (CV) | 9.1647647 |
| Kurtosis | 970.2156726 |
| Mean | 0.15662 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.46302955 |
| Sum | 7831 |
| Variance | 2.060331382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 1 | 2983 | 6.0% |
| 2 | 620 | 1.2% |
| 3 | 159 | 0.3% |
| 4 | 53 | 0.1% |
| 5 | 36 | 0.1% |
| 33 | 33 | 0.1% |
| 6 | 25 | 0.1% |
| 57 | 16 | < 0.1% |
| 12 | 12 | < 0.1% |
| Other values (9) | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 1 | 2983 | 6.0% |
| 2 | 620 | 1.2% |
| 3 | 159 | 0.3% |
| 4 | 53 | 0.1% |
| Value | Count | Frequency (%) |
| 57 | 16 | |
| 33 | 33 | |
| 17 | 4 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
ClothStores_12m
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.89714 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 24277 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 8 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.372338547 |
|---|---|
| Coefficient of variation (CV) | 1.777590766 |
| Kurtosis | 34.01497166 |
| Mean | 1.89714 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.244303483 |
| Sum | 94857 |
| Variance | 11.37266727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 1 | 8140 | 16.3% |
| 2 | 5228 | 10.5% |
| 3 | 3403 | 6.8% |
| 4 | 2253 | 4.5% |
| 5 | 1730 | 3.5% |
| 6 | 1223 | 2.4% |
| 7 | 878 | 1.8% |
| 8 | 622 | 1.2% |
| 9 | 504 | 1.0% |
| Other values (31) | 1742 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 1 | 8140 | 16.3% |
| 2 | 5228 | 10.5% |
| 3 | 3403 | 6.8% |
| 4 | 2253 | 4.5% |
| Value | Count | Frequency (%) |
| 59 | 1 | < 0.1% |
| 57 | 9 | |
| 45 | 11 | |
| 42 | 1 | < 0.1% |
| 38 | 2 | < 0.1% |
MiscServices_12m
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.90552 |
| Minimum | 0 |
|---|---|
| Maximum | 93 |
| Zeros | 34785 |
| Zeros (%) | 69.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 93 |
| Range | 93 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.282427306 |
|---|---|
| Coefficient of variation (CV) | 3.624908677 |
| Kurtosis | 177.2661933 |
| Mean | 0.90552 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.07163845 |
| Sum | 45276 |
| Variance | 10.77432902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 1 | 7825 | 15.7% |
| 2 | 3072 | 6.1% |
| 3 | 1541 | 3.1% |
| 4 | 804 | 1.6% |
| 5 | 456 | 0.9% |
| 6 | 334 | 0.7% |
| 7 | 222 | 0.4% |
| 8 | 139 | 0.3% |
| 9 | 101 | 0.2% |
| Other values (48) | 721 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 1 | 7825 | 15.7% |
| 2 | 3072 | 6.1% |
| 3 | 1541 | 3.1% |
| 4 | 804 | 1.6% |
| Value | Count | Frequency (%) |
| 93 | 3 | < 0.1% |
| 78 | 1 | < 0.1% |
| 77 | 3 | < 0.1% |
| 66 | 10 | |
| 65 | 6 |
HomeF_12m
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07982 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 47285 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4301307567 |
|---|---|
| Coefficient of variation (CV) | 5.388759167 |
| Kurtosis | 451.2791605 |
| Mean | 0.07982 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.94272501 |
| Sum | 3991 |
| Variance | 0.1850124678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 1 | 1971 | 3.9% |
| 2 | 488 | 1.0% |
| 3 | 134 | 0.3% |
| 4 | 63 | 0.1% |
| 5 | 39 | 0.1% |
| 7 | 6 | < 0.1% |
| 6 | 5 | < 0.1% |
| 8 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (3) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 1 | 1971 | 3.9% |
| 2 | 488 | 1.0% |
| 3 | 134 | 0.3% |
| 4 | 63 | 0.1% |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 17 | 2 | |
| 10 | 2 | |
| 8 | 3 |
Electronics_12m
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.28572 |
| Minimum | 0 |
|---|---|
| Maximum | 133 |
| Zeros | 32112 |
| Zeros (%) | 64.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 133 |
| Range | 133 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.000290505 |
|---|---|
| Coefficient of variation (CV) | 3.111323232 |
| Kurtosis | 328.1721715 |
| Mean | 1.28572 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.51461061 |
| Sum | 64286 |
| Variance | 16.00232413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 1 | 7727 | 15.5% |
| 2 | 3378 | 6.8% |
| 3 | 1892 | 3.8% |
| 4 | 1059 | 2.1% |
| 5 | 826 | 1.7% |
| 6 | 600 | 1.2% |
| 7 | 412 | 0.8% |
| 8 | 389 | 0.8% |
| 9 | 274 | 0.5% |
| Other values (41) | 1331 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 1 | 7727 | 15.5% |
| 2 | 3378 | 6.8% |
| 3 | 1892 | 3.8% |
| 4 | 1059 | 2.1% |
| Value | Count | Frequency (%) |
| 133 | 9 | |
| 131 | 1 | < 0.1% |
| 87 | 2 | < 0.1% |
| 85 | 4 | < 0.1% |
| 82 | 13 |
MusicStores_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04938 |
| Minimum | 0 |
|---|---|
| Maximum | 163 |
| Zeros | 49307 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 163 |
| Range | 163 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.715948864 |
|---|---|
| Coefficient of variation (CV) | 34.74987575 |
| Kurtosis | 8177.573029 |
| Mean | 0.04938 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 87.28925641 |
| Sum | 2469 |
| Variance | 2.944480505 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 1 | 417 | 0.8% |
| 2 | 116 | 0.2% |
| 3 | 54 | 0.1% |
| 4 | 31 | 0.1% |
| 5 | 25 | 0.1% |
| 9 | 9 | < 0.1% |
| 6 | 9 | < 0.1% |
| 14 | 8 | < 0.1% |
| 24 | 6 | < 0.1% |
| Other values (8) | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 1 | 417 | 0.8% |
| 2 | 116 | 0.2% |
| 3 | 54 | 0.1% |
| 4 | 31 | 0.1% |
| Value | Count | Frequency (%) |
| 163 | 5 | |
| 65 | 1 | < 0.1% |
| 24 | 6 | |
| 17 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
Restaurants_12m
Real number (ℝ)
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9884 |
| Minimum | 0 |
|---|---|
| Maximum | 211 |
| Zeros | 20254 |
| Zeros (%) | 40.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 22 |
| Maximum | 211 |
| Range | 211 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 10.36514226 |
|---|---|
| Coefficient of variation (CV) | 2.077849063 |
| Kurtosis | 43.35942087 |
| Mean | 4.9884 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.114187663 |
| Sum | 249420 |
| Variance | 107.4361742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 1 | 6416 | 12.8% |
| 2 | 4003 | 8.0% |
| 3 | 3018 | 6.0% |
| 4 | 2248 | 4.5% |
| 5 | 1787 | 3.6% |
| 6 | 1459 | 2.9% |
| 7 | 1278 | 2.6% |
| 8 | 1090 | 2.2% |
| 9 | 908 | 1.8% |
| Other values (106) | 7539 | 15.1% |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 1 | 6416 | 12.8% |
| 2 | 4003 | 8.0% |
| 3 | 3018 | 6.0% |
| 4 | 2248 | 4.5% |
| Value | Count | Frequency (%) |
| 211 | 1 | < 0.1% |
| 201 | 1 | < 0.1% |
| 196 | 3 | |
| 161 | 1 | < 0.1% |
| 150 | 5 |
DigitalGoods_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.56234 |
| Minimum | 0 |
|---|---|
| Maximum | 184 |
| Zeros | 44043 |
| Zeros (%) | 88.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 184 |
| Range | 184 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.329892456 |
|---|---|
| Coefficient of variation (CV) | 7.699776748 |
| Kurtosis | 697.1504599 |
| Mean | 0.56234 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.67581288 |
| Sum | 28117 |
| Variance | 18.74796868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 1 | 2590 | 5.2% |
| 2 | 933 | 1.9% |
| 3 | 798 | 1.6% |
| 4 | 481 | 1.0% |
| 5 | 213 | 0.4% |
| 6 | 126 | 0.3% |
| 7 | 119 | 0.2% |
| 9 | 111 | 0.2% |
| 10 | 69 | 0.1% |
| Other values (43) | 517 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 1 | 2590 | 5.2% |
| 2 | 933 | 1.9% |
| 3 | 798 | 1.6% |
| 4 | 481 | 1.0% |
| Value | Count | Frequency (%) |
| 184 | 5 | |
| 137 | 7 | |
| 128 | 8 | |
| 121 | 6 | |
| 80 | 6 |
Alcohol_12m
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40314 |
| Minimum | 0 |
|---|---|
| Maximum | 105 |
| Zeros | 43436 |
| Zeros (%) | 86.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 105 |
| Range | 105 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.003411693 |
|---|---|
| Coefficient of variation (CV) | 4.969518513 |
| Kurtosis | 661.1060958 |
| Mean | 0.40314 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.19384547 |
| Sum | 20157 |
| Variance | 4.013658414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 1 | 3068 | 6.1% |
| 2 | 1356 | 2.7% |
| 3 | 694 | 1.4% |
| 4 | 372 | 0.7% |
| 5 | 234 | 0.5% |
| 6 | 183 | 0.4% |
| 7 | 129 | 0.3% |
| 8 | 102 | 0.2% |
| 10 | 62 | 0.1% |
| Other values (34) | 364 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 1 | 3068 | 6.1% |
| 2 | 1356 | 2.7% |
| 3 | 694 | 1.4% |
| 4 | 372 | 0.7% |
| Value | Count | Frequency (%) |
| 105 | 3 | |
| 91 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 47 | 2 |
Books_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15562 |
| Minimum | 0 |
|---|---|
| Maximum | 102 |
| Zeros | 45427 |
| Zeros (%) | 90.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.165654147 |
|---|---|
| Coefficient of variation (CV) | 7.490387785 |
| Kurtosis | 4749.355926 |
| Mean | 0.15562 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 57.77552351 |
| Sum | 7781 |
| Variance | 1.358749591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 1 | 3235 | 6.5% |
| 2 | 808 | 1.6% |
| 3 | 246 | 0.5% |
| 4 | 142 | 0.3% |
| 5 | 46 | 0.1% |
| 7 | 31 | 0.1% |
| 6 | 23 | < 0.1% |
| 8 | 9 | < 0.1% |
| 24 | 6 | < 0.1% |
| Other values (9) | 27 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 1 | 3235 | 6.5% |
| 2 | 808 | 1.6% |
| 3 | 246 | 0.5% |
| 4 | 142 | 0.3% |
| Value | Count | Frequency (%) |
| 102 | 4 | |
| 34 | 2 | < 0.1% |
| 27 | 6 | |
| 24 | 6 | |
| 15 | 4 |
Jewelry_12m
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18356 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 44421 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7054329728 |
|---|---|
| Coefficient of variation (CV) | 3.84306479 |
| Kurtosis | 636.7629954 |
| Mean | 0.18356 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.29820106 |
| Sum | 9178 |
| Variance | 0.4976356791 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 1 | 3638 | 7.3% |
| 2 | 1101 | 2.2% |
| 3 | 491 | 1.0% |
| 4 | 185 | 0.4% |
| 5 | 74 | 0.1% |
| 6 | 41 | 0.1% |
| 7 | 12 | < 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 9 | < 0.1% |
| Other values (4) | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 1 | 3638 | 7.3% |
| 2 | 1101 | 2.2% |
| 3 | 491 | 1.0% |
| 4 | 185 | 0.4% |
| Value | Count | Frequency (%) |
| 44 | 2 | < 0.1% |
| 14 | 4 | |
| 11 | 2 | < 0.1% |
| 10 | 9 | |
| 9 | 9 |
DirectM_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07514 |
| Minimum | 0 |
|---|---|
| Maximum | 35 |
| Zeros | 47389 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4828857463 |
|---|---|
| Coefficient of variation (CV) | 6.42648052 |
| Kurtosis | 920.1343764 |
| Mean | 0.07514 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.74502737 |
| Sum | 3757 |
| Variance | 0.233178644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 1 | 2118 | 4.2% |
| 2 | 292 | 0.6% |
| 3 | 88 | 0.2% |
| 4 | 42 | 0.1% |
| 7 | 18 | < 0.1% |
| 5 | 15 | < 0.1% |
| 6 | 13 | < 0.1% |
| 12 | 10 | < 0.1% |
| 14 | 5 | < 0.1% |
| Other values (4) | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 1 | 2118 | 4.2% |
| 2 | 292 | 0.6% |
| 3 | 88 | 0.2% |
| 4 | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 35 | 1 | < 0.1% |
| 19 | 4 | < 0.1% |
| 14 | 5 | |
| 12 | 10 | |
| 11 | 1 | < 0.1% |
Cash_12m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
QuasiCash_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00088 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 49969 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04426358306 |
|---|---|
| Coefficient of variation (CV) | 50.2995262 |
| Kurtosis | 7567.308021 |
| Mean | 0.00088 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.89338677 |
| Sum | 44 |
| Variance | 0.001959264785 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 1 | 26 | 0.1% |
| 5 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 1 | 26 | 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 1 | 26 | 0.1% |
| 0 | 49969 |
FS_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00138 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 49931 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03712308126 |
|---|---|
| Coefficient of variation (CV) | 26.90078352 |
| Kurtosis | 719.7111522 |
| Mean | 0.00138 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.86414644 |
| Sum | 69 |
| Variance | 0.001378123162 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 1 | 69 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 1 | 69 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 69 | 0.1% |
| 0 | 49931 |
RentPayments_12m
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62926 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 38583 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.428710144 |
|---|---|
| Coefficient of variation (CV) | 2.27046077 |
| Kurtosis | 8.04876218 |
| Mean | 0.62926 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.738019177 |
| Sum | 31463 |
| Variance | 2.041212677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 1 | 3266 | 6.5% |
| 2 | 2806 | 5.6% |
| 3 | 2330 | 4.7% |
| 4 | 1314 | 2.6% |
| 5 | 733 | 1.5% |
| 6 | 428 | 0.9% |
| 7 | 325 | 0.7% |
| 8 | 130 | 0.3% |
| 9 | 64 | 0.1% |
| Other values (3) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 1 | 3266 | 6.5% |
| 2 | 2806 | 5.6% |
| 3 | 2330 | 4.7% |
| 4 | 1314 | 2.6% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 18 | < 0.1% |
| 9 | 64 | |
| 8 | 130 |
WalletLoad_12m
Real number (ℝ)
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9795 |
| Minimum | 0 |
|---|---|
| Maximum | 225 |
| Zeros | 39449 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 225 |
| Range | 225 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.473615989 |
|---|---|
| Coefficient of variation (CV) | 4.567244501 |
| Kurtosis | 569.5985459 |
| Mean | 0.9795 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.61054299 |
| Sum | 48975 |
| Variance | 20.01324001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1 | 3921 | 7.8% |
| 2 | 1912 | 3.8% |
| 3 | 1153 | 2.3% |
| 4 | 799 | 1.6% |
| 5 | 548 | 1.1% |
| 6 | 411 | 0.8% |
| 7 | 266 | 0.5% |
| 9 | 223 | 0.4% |
| 8 | 213 | 0.4% |
| Other values (63) | 1105 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1 | 3921 | 7.8% |
| 2 | 1912 | 3.8% |
| 3 | 1153 | 2.3% |
| 4 | 799 | 1.6% |
| Value | Count | Frequency (%) |
| 225 | 2 | |
| 202 | 1 | |
| 184 | 1 | |
| 162 | 1 | |
| 144 | 2 |
BusinessServ_12m
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.552 |
| Minimum | 0 |
|---|---|
| Maximum | 211 |
| Zeros | 28973 |
| Zeros (%) | 57.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 211 |
| Range | 211 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 5.539576675 |
|---|---|
| Coefficient of variation (CV) | 3.569314868 |
| Kurtosis | 404.4159115 |
| Mean | 1.552 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.30107829 |
| Sum | 77600 |
| Variance | 30.68690974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1 | 8419 | 16.8% |
| 2 | 4421 | 8.8% |
| 3 | 2568 | 5.1% |
| 4 | 1677 | 3.4% |
| 5 | 986 | 2.0% |
| 6 | 756 | 1.5% |
| 7 | 505 | 1.0% |
| 8 | 317 | 0.6% |
| 9 | 225 | 0.4% |
| Other values (53) | 1153 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1 | 8419 | 16.8% |
| 2 | 4421 | 8.8% |
| 3 | 2568 | 5.1% |
| 4 | 1677 | 3.4% |
| Value | Count | Frequency (%) |
| 211 | 5 | < 0.1% |
| 149 | 4 | < 0.1% |
| 130 | 14 | |
| 114 | 4 | < 0.1% |
| 107 | 7 |
ProfServ_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23736 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 44022 |
| Zeros (%) | 88.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.442366749 |
|---|---|
| Coefficient of variation (CV) | 6.076705212 |
| Kurtosis | 543.1740231 |
| Mean | 0.23736 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.80803992 |
| Sum | 11868 |
| Variance | 2.080421839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 1 | 3979 | 8.0% |
| 2 | 1173 | 2.3% |
| 3 | 391 | 0.8% |
| 4 | 141 | 0.3% |
| 5 | 91 | 0.2% |
| 40 | 34 | 0.1% |
| 9 | 27 | 0.1% |
| 8 | 26 | 0.1% |
| 6 | 26 | 0.1% |
| Other values (16) | 90 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 1 | 3979 | 8.0% |
| 2 | 1173 | 2.3% |
| 3 | 391 | 0.8% |
| 4 | 141 | 0.3% |
| Value | Count | Frequency (%) |
| 42 | 9 | < 0.1% |
| 40 | 34 | |
| 30 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
Education_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38266 |
| Minimum | 0 |
|---|---|
| Maximum | 95 |
| Zeros | 41554 |
| Zeros (%) | 83.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 95 |
| Range | 95 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.128558653 |
|---|---|
| Coefficient of variation (CV) | 5.562532413 |
| Kurtosis | 739.0244771 |
| Mean | 0.38266 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.97968228 |
| Sum | 19133 |
| Variance | 4.53076194 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 1 | 5057 | 10.1% |
| 2 | 1814 | 3.6% |
| 3 | 660 | 1.3% |
| 4 | 351 | 0.7% |
| 5 | 176 | 0.4% |
| 6 | 110 | 0.2% |
| 7 | 48 | 0.1% |
| 9 | 34 | 0.1% |
| 8 | 28 | 0.1% |
| Other values (28) | 168 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 1 | 5057 | 10.1% |
| 2 | 1814 | 3.6% |
| 3 | 660 | 1.3% |
| 4 | 351 | 0.7% |
| Value | Count | Frequency (%) |
| 95 | 1 | < 0.1% |
| 83 | 12 | |
| 44 | 6 | |
| 43 | 5 | |
| 42 | 8 |
GovtServices_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.33948 |
| Minimum | 0 |
|---|---|
| Maximum | 1127 |
| Zeros | 36573 |
| Zeros (%) | 73.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 1127 |
| Range | 1127 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 16.38762229 |
|---|---|
| Coefficient of variation (CV) | 12.23431652 |
| Kurtosis | 2880.094419 |
| Mean | 1.33948 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 47.9914472 |
| Sum | 66974 |
| Variance | 268.5541644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 1 | 5756 | 11.5% |
| 2 | 2805 | 5.6% |
| 3 | 1556 | 3.1% |
| 4 | 924 | 1.8% |
| 5 | 547 | 1.1% |
| 6 | 400 | 0.8% |
| 7 | 319 | 0.6% |
| 8 | 173 | 0.3% |
| 9 | 139 | 0.3% |
| Other values (49) | 808 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 1 | 5756 | 11.5% |
| 2 | 2805 | 5.6% |
| 3 | 1556 | 3.1% |
| 4 | 924 | 1.8% |
| Value | Count | Frequency (%) |
| 1127 | 6 | < 0.1% |
| 390 | 33 | |
| 217 | 2 | < 0.1% |
| 171 | 1 | < 0.1% |
| 157 | 1 | < 0.1% |
Agri_amt_12m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
Contract_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 235 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 220.2849898 |
| Minimum | 0 |
|---|---|
| Maximum | 440000 |
| Zeros | 49536 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 440000 |
| Range | 440000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6200.959492 |
|---|---|
| Coefficient of variation (CV) | 28.14971414 |
| Kurtosis | 2493.646558 |
| Mean | 220.2849898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 45.61014742 |
| Sum | 11014249.49 |
| Variance | 38451898.63 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 199 | 18 | < 0.1% |
| 1000 | 9 | < 0.1% |
| 1299 | 9 | < 0.1% |
| 100000 | 8 | < 0.1% |
| 2800 | 8 | < 0.1% |
| 10000 | 7 | < 0.1% |
| 50000 | 7 | < 0.1% |
| 68355 | 6 | < 0.1% |
| 30000 | 6 | < 0.1% |
| Other values (225) | 386 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 49536 | |
| 10 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 50 | 6 | < 0.1% |
| 71.58 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 440000 | 1 | |
| 405200 | 1 | |
| 400000 | 1 | |
| 395000 | 1 | |
| 380000 | 1 |
Airline_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1492 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4669.319054 |
| Minimum | 0 |
|---|---|
| Maximum | 2694664 |
| Zeros | 46359 |
| Zeros (%) | 92.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3919.5 |
| Maximum | 2694664 |
| Range | 2694664 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 55460.76836 |
|---|---|
| Coefficient of variation (CV) | 11.87769945 |
| Kurtosis | 1166.967589 |
| Mean | 4669.319054 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.18308024 |
| Sum | 233465952.7 |
| Variance | 3075896827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 150 | 72 | 0.1% |
| 300 | 66 | 0.1% |
| 250 | 60 | 0.1% |
| 200 | 52 | 0.1% |
| 100 | 44 | 0.1% |
| 450 | 40 | 0.1% |
| 170811 | 33 | 0.1% |
| 400 | 31 | 0.1% |
| 350 | 28 | 0.1% |
| Other values (1482) | 3215 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 46359 | |
| 50 | 2 | < 0.1% |
| 99 | 3 | < 0.1% |
| 100 | 44 | 0.1% |
| 104.25 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2694664 | 2 | < 0.1% |
| 2444185.67 | 8 | |
| 2417315 | 1 | < 0.1% |
| 2088682 | 2 | < 0.1% |
| 1972827 | 2 | < 0.1% |
transport_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6259 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6478.121951 |
| Minimum | 0 |
|---|---|
| Maximum | 2169027.5 |
| Zeros | 37570 |
| Zeros (%) | 75.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 24000 |
| Maximum | 2169027.5 |
| Range | 2169027.5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 47412.96853 |
|---|---|
| Coefficient of variation (CV) | 7.318937323 |
| Kurtosis | 561.0998448 |
| Mean | 6478.121951 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.68576257 |
| Sum | 323906097.6 |
| Variance | 2247989585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 2 | 221 | 0.4% |
| 1000 | 117 | 0.2% |
| 500 | 77 | 0.2% |
| 1 | 65 | 0.1% |
| 2000 | 53 | 0.1% |
| 200 | 45 | 0.1% |
| 1500 | 43 | 0.1% |
| 300 | 34 | 0.1% |
| 4 | 33 | 0.1% |
| Other values (6249) | 11742 | 23.5% |
| Value | Count | Frequency (%) |
| 0 | 37570 | |
| 1 | 65 | 0.1% |
| 1.3 | 1 | < 0.1% |
| 2 | 221 | 0.4% |
| 2.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2169027.5 | 1 | < 0.1% |
| 1403342.66 | 25 | |
| 1150000 | 6 | < 0.1% |
| 1027529.2 | 1 | < 0.1% |
| 1019060 | 1 | < 0.1% |
Insurance_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6348 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9789.220463 |
| Minimum | 0 |
|---|---|
| Maximum | 4484200 |
| Zeros | 39445 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 42734.95 |
| Maximum | 4484200 |
| Range | 4484200 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 70123.11161 |
|---|---|
| Coefficient of variation (CV) | 7.163298843 |
| Kurtosis | 1813.36226 |
| Mean | 9789.220463 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.35284618 |
| Sum | 489461023.2 |
| Variance | 4917250782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1116060 | 33 | 0.1% |
| 530 | 33 | 0.1% |
| 10000 | 27 | 0.1% |
| 15000 | 26 | 0.1% |
| 5000 | 26 | 0.1% |
| 3801 | 21 | < 0.1% |
| 102250 | 20 | < 0.1% |
| 887 | 20 | < 0.1% |
| 52250 | 18 | < 0.1% |
| Other values (6338) | 10331 | 20.7% |
| Value | Count | Frequency (%) |
| 0 | 39445 | |
| 1 | 1 | < 0.1% |
| 2 | 5 | < 0.1% |
| 11 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4484200 | 1 | < 0.1% |
| 4275963 | 5 | |
| 2176772.64 | 2 | < 0.1% |
| 1486353.22 | 1 | < 0.1% |
| 1329325.26 | 4 |
Hotels_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6237 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6508.666604 |
| Minimum | 0 |
|---|---|
| Maximum | 4479268.69 |
| Zeros | 36891 |
| Zeros (%) | 73.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 356 |
| 95-th percentile | 25603.06 |
| Maximum | 4479268.69 |
| Range | 4479268.69 |
| Interquartile range (IQR) | 356 |
Descriptive statistics
| Standard deviation | 49810.4365 |
|---|---|
| Coefficient of variation (CV) | 7.65294023 |
| Kurtosis | 3040.056778 |
| Mean | 6508.666604 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.77689715 |
| Sum | 325433330.2 |
| Variance | 2481079584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 3000 | 48 | 0.1% |
| 2000 | 43 | 0.1% |
| 1760 | 34 | 0.1% |
| 1500 | 30 | 0.1% |
| 5000 | 29 | 0.1% |
| 10000 | 29 | 0.1% |
| 1000 | 26 | 0.1% |
| 4000 | 26 | 0.1% |
| 2500 | 25 | 0.1% |
| Other values (6227) | 12819 | 25.6% |
| Value | Count | Frequency (%) |
| 0 | 36891 | |
| 1 | 4 | < 0.1% |
| 2 | 18 | < 0.1% |
| 6 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4479268.69 | 2 | < 0.1% |
| 2260639.29 | 2 | < 0.1% |
| 1723207.74 | 7 | |
| 1576184.34 | 2 | < 0.1% |
| 1027180.5 | 4 |
Railways_amt_12m
Real number (ℝ)
| Distinct | 6459 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5483.707647 |
| Minimum | 0 |
|---|---|
| Maximum | 1080511 |
| Zeros | 39278 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 22424.38 |
| Maximum | 1080511 |
| Range | 1080511 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 32094.90815 |
|---|---|
| Coefficient of variation (CV) | 5.852775206 |
| Kurtosis | 295.10659 |
| Mean | 5483.707647 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.74147247 |
| Sum | 274185382.4 |
| Variance | 1030083129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 500 | 45 | 0.1% |
| 3897 | 33 | 0.1% |
| 200 | 30 | 0.1% |
| 300 | 29 | 0.1% |
| 102.12 | 27 | 0.1% |
| 57457.7 | 25 | 0.1% |
| 100 | 24 | < 0.1% |
| 644062.26 | 20 | < 0.1% |
| 1 | 18 | < 0.1% |
| Other values (6449) | 10471 | 20.9% |
| Value | Count | Frequency (%) |
| 0 | 39278 | |
| 1 | 18 | < 0.1% |
| 1.21 | 1 | < 0.1% |
| 1.53 | 1 | < 0.1% |
| 2 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1080511 | 2 | < 0.1% |
| 820633.41 | 11 | |
| 785491 | 2 | < 0.1% |
| 783356.6 | 1 | < 0.1% |
| 650000 | 2 | < 0.1% |
Airports_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.370073 |
| Minimum | 0 |
|---|---|
| Maximum | 14471.55 |
| Zeros | 49945 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14471.55 |
| Range | 14471.55 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 190.1376108 |
|---|---|
| Coefficient of variation (CV) | 43.50902394 |
| Kurtosis | 2906.5728 |
| Mean | 4.370073 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.14727746 |
| Sum | 218503.65 |
| Variance | 36152.31103 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 10300 | 12 | < 0.1% |
| 750 | 5 | < 0.1% |
| 150 | 3 | < 0.1% |
| 600 | 3 | < 0.1% |
| 1500 | 3 | < 0.1% |
| 5200 | 3 | < 0.1% |
| 500 | 2 | < 0.1% |
| 2175.53 | 2 | < 0.1% |
| 1920 | 2 | < 0.1% |
| Other values (17) | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49945 | |
| 121.09 | 1 | < 0.1% |
| 130 | 1 | < 0.1% |
| 150 | 3 | < 0.1% |
| 240 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14471.55 | 1 | < 0.1% |
| 10300 | 12 | |
| 8732.42 | 1 | < 0.1% |
| 6195 | 1 | < 0.1% |
| 5200 | 3 | < 0.1% |
Utility_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 14777 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20979.84211 |
| Minimum | 0 |
|---|---|
| Maximum | 4087763.19 |
| Zeros | 20688 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 984.6 |
| Q3 | 7823.165 |
| 95-th percentile | 67000 |
| Maximum | 4087763.19 |
| Range | 4087763.19 |
| Interquartile range (IQR) | 7823.165 |
Descriptive statistics
| Standard deviation | 141481.9163 |
|---|---|
| Coefficient of variation (CV) | 6.743707393 |
| Kurtosis | 547.0708129 |
| Mean | 20979.84211 |
| Median Absolute Deviation (MAD) | 984.6 |
| Skewness | 21.14555362 |
| Sum | 1048992105 |
| Variance | 2.001713264 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 2 | 204 | 0.4% |
| 1947 | 149 | 0.3% |
| 1178.82 | 139 | 0.3% |
| 666 | 132 | 0.3% |
| 2999 | 110 | 0.2% |
| 597 | 94 | 0.2% |
| 4000 | 84 | 0.2% |
| 719 | 80 | 0.2% |
| 1298 | 67 | 0.1% |
| Other values (14767) | 28253 |
| Value | Count | Frequency (%) |
| 0 | 20688 | |
| 1 | 10 | < 0.1% |
| 1.18 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 2 | 204 | 0.4% |
| Value | Count | Frequency (%) |
| 4087763.19 | 34 | |
| 3293669.12 | 3 | < 0.1% |
| 2983747.64 | 14 | |
| 2179970.74 | 2 | < 0.1% |
| 2135000 | 2 | < 0.1% |
Retail_amt_12m
Real number (ℝ)
| Distinct | 11163 |
|---|---|
| Distinct (%) | 22.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10277.3661 |
| Minimum | 0 |
|---|---|
| Maximum | 2444657.25 |
| Zeros | 25725 |
| Zeros (%) | 51.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4815.2775 |
| 95-th percentile | 40845.3 |
| Maximum | 2444657.25 |
| Range | 2444657.25 |
| Interquartile range (IQR) | 4815.2775 |
Descriptive statistics
| Standard deviation | 49404.26127 |
|---|---|
| Coefficient of variation (CV) | 4.807093645 |
| Kurtosis | 477.3922902 |
| Mean | 10277.3661 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.10848078 |
| Sum | 513868305.1 |
| Variance | 2440781032 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 4000 | 155 | 0.3% |
| 5000 | 88 | 0.2% |
| 1000 | 88 | 0.2% |
| 500 | 83 | 0.2% |
| 2000 | 75 | 0.1% |
| 10000 | 71 | 0.1% |
| 300 | 56 | 0.1% |
| 3000 | 55 | 0.1% |
| 2500 | 48 | 0.1% |
| Other values (11153) | 23556 |
| Value | Count | Frequency (%) |
| 0 | 25725 | |
| 1 | 10 | < 0.1% |
| 2 | 47 | 0.1% |
| 3 | 1 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2444657.25 | 1 | < 0.1% |
| 2028399.4 | 1 | < 0.1% |
| 1950777.21 | 1 | < 0.1% |
| 1700000 | 1 | < 0.1% |
| 1447823 | 11 |
Medical_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 8057 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5956.067773 |
| Minimum | 0 |
|---|---|
| Maximum | 2402098 |
| Zeros | 32314 |
| Zeros (%) | 64.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1402 |
| 95-th percentile | 23824.6725 |
| Maximum | 2402098 |
| Range | 2402098 |
| Interquartile range (IQR) | 1402 |
Descriptive statistics
| Standard deviation | 37995.19547 |
|---|---|
| Coefficient of variation (CV) | 6.379241626 |
| Kurtosis | 1358.903652 |
| Mean | 5956.067773 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.47865804 |
| Sum | 297803388.7 |
| Variance | 1443634878 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 127 | 0.3% |
| 1000 | 88 | 0.2% |
| 800 | 78 | 0.2% |
| 600 | 76 | 0.2% |
| 500 | 73 | 0.1% |
| 400 | 66 | 0.1% |
| 10000 | 62 | 0.1% |
| 1500 | 60 | 0.1% |
| 386 | 58 | 0.1% |
| Other values (8047) | 16998 |
| Value | Count | Frequency (%) |
| 0 | 32314 | |
| 1 | 127 | 0.3% |
| 1.74 | 1 | < 0.1% |
| 2 | 16 | < 0.1% |
| 2.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2402098 | 3 | |
| 1920000 | 2 | |
| 1200021 | 1 | < 0.1% |
| 1004101.15 | 2 | |
| 991851 | 3 |
Fuel_amt_12m
Real number (ℝ)
| Distinct | 15280 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7818.260737 |
| Minimum | 0 |
|---|---|
| Maximum | 720806.32 |
| Zeros | 21967 |
| Zeros (%) | 43.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 957.51 |
| Q3 | 8259.5975 |
| 95-th percentile | 34593.08 |
| Maximum | 720806.32 |
| Range | 720806.32 |
| Interquartile range (IQR) | 8259.5975 |
Descriptive statistics
| Standard deviation | 19450.44167 |
|---|---|
| Coefficient of variation (CV) | 2.487822078 |
| Kurtosis | 207.5981641 |
| Mean | 7818.260737 |
| Median Absolute Deviation (MAD) | 957.51 |
| Skewness | 9.776964854 |
| Sum | 390913036.8 |
| Variance | 378319681.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 2023.6 | 248 | 0.5% |
| 3035.4 | 237 | 0.5% |
| 2020 | 208 | 0.4% |
| 1011.8 | 201 | 0.4% |
| 1010 | 182 | 0.4% |
| 505 | 153 | 0.3% |
| 4047.2 | 128 | 0.3% |
| 2529.5 | 100 | 0.2% |
| 505.9 | 97 | 0.2% |
| Other values (15270) | 26479 |
| Value | Count | Frequency (%) |
| 0 | 21967 | |
| 40.47 | 1 | < 0.1% |
| 41.36 | 2 | < 0.1% |
| 50.5 | 1 | < 0.1% |
| 70.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 720806.32 | 3 | |
| 642096.54 | 2 | |
| 457796.21 | 2 | |
| 301441.79 | 3 | |
| 280881.76 | 3 |
DeptStores_amt_12m
Real number (ℝ)
| Distinct | 16736 |
|---|---|
| Distinct (%) | 33.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11766.24459 |
| Minimum | 0 |
|---|---|
| Maximum | 2500871.5 |
| Zeros | 20359 |
| Zeros (%) | 40.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1025.85 |
| Q3 | 6647.36 |
| 95-th percentile | 30875.1925 |
| Maximum | 2500871.5 |
| Range | 2500871.5 |
| Interquartile range (IQR) | 6647.36 |
Descriptive statistics
| Standard deviation | 64171.46191 |
|---|---|
| Coefficient of variation (CV) | 5.453860949 |
| Kurtosis | 434.6925681 |
| Mean | 11766.24459 |
| Median Absolute Deviation (MAD) | 1025.85 |
| Skewness | 17.05207472 |
| Sum | 588312229.7 |
| Variance | 4117976523 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1000 | 50 | 0.1% |
| 10000 | 43 | 0.1% |
| 3889.84 | 34 | 0.1% |
| 900 | 33 | 0.1% |
| 17463.93 | 33 | 0.1% |
| 200 | 31 | 0.1% |
| 25000 | 29 | 0.1% |
| 3000 | 27 | 0.1% |
| 5000 | 27 | 0.1% |
| Other values (16726) | 29334 |
| Value | Count | Frequency (%) |
| 0 | 20359 | |
| 1 | 6 | < 0.1% |
| 1.36 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.34 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2500871.5 | 3 | < 0.1% |
| 2428372 | 1 | < 0.1% |
| 2059552.18 | 8 | |
| 1392592.48 | 4 | |
| 1307000 | 2 | < 0.1% |
Food_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5214 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1385.462862 |
| Minimum | 0 |
|---|---|
| Maximum | 1096500 |
| Zeros | 34180 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 485 |
| 95-th percentile | 5079.79 |
| Maximum | 1096500 |
| Range | 1096500 |
| Interquartile range (IQR) | 485 |
Descriptive statistics
| Standard deviation | 14397.16652 |
|---|---|
| Coefficient of variation (CV) | 10.39159325 |
| Kurtosis | 3266.876924 |
| Mean | 1385.462862 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 49.93555124 |
| Sum | 69273143.11 |
| Variance | 207278403.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 2 | 92 | 0.2% |
| 500 | 73 | 0.1% |
| 400 | 57 | 0.1% |
| 1000 | 50 | 0.1% |
| 450 | 49 | 0.1% |
| 200 | 47 | 0.1% |
| 300 | 46 | 0.1% |
| 480 | 46 | 0.1% |
| 4 | 43 | 0.1% |
| Other values (5204) | 15317 |
| Value | Count | Frequency (%) |
| 0 | 34180 | |
| 1 | 3 | < 0.1% |
| 2 | 92 | 0.2% |
| 3.12 | 1 | < 0.1% |
| 4 | 43 | 0.1% |
| Value | Count | Frequency (%) |
| 1096500 | 2 | < 0.1% |
| 1046805 | 3 | |
| 539123 | 1 | < 0.1% |
| 521890 | 1 | < 0.1% |
| 488020 | 5 |
Auto_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1867 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2167.957446 |
| Minimum | 0 |
|---|---|
| Maximum | 1219987 |
| Zeros | 46021 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4747.1 |
| Maximum | 1219987 |
| Range | 1219987 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 26685.79818 |
|---|---|
| Coefficient of variation (CV) | 12.30918911 |
| Kurtosis | 777.9184609 |
| Mean | 2167.957446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.52549873 |
| Sum | 108397872.3 |
| Variance | 712131824.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 10000 | 56 | 0.1% |
| 670267.04 | 33 | 0.1% |
| 25000 | 29 | 0.1% |
| 11000 | 27 | 0.1% |
| 3000 | 25 | 0.1% |
| 5000 | 24 | < 0.1% |
| 1000 | 23 | < 0.1% |
| 2000 | 21 | < 0.1% |
| 21000 | 21 | < 0.1% |
| Other values (1857) | 3720 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 46021 | |
| 59 | 2 | < 0.1% |
| 60 | 2 | < 0.1% |
| 66 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1219987 | 4 | < 0.1% |
| 802400 | 1 | < 0.1% |
| 800000 | 4 | < 0.1% |
| 709100 | 4 | < 0.1% |
| 670267.04 | 33 |
ClothStores_amt_12m
Real number (ℝ)
| Distinct | 12156 |
|---|---|
| Distinct (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9433.808793 |
| Minimum | 0 |
|---|---|
| Maximum | 1154700 |
| Zeros | 24277 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 499 |
| Q3 | 7897.24 |
| 95-th percentile | 39944.9 |
| Maximum | 1154700 |
| Range | 1154700 |
| Interquartile range (IQR) | 7897.24 |
Descriptive statistics
| Standard deviation | 31098.84787 |
|---|---|
| Coefficient of variation (CV) | 3.296531502 |
| Kurtosis | 291.5345429 |
| Mean | 9433.808793 |
| Median Absolute Deviation (MAD) | 499 |
| Skewness | 13.04381894 |
| Sum | 471690439.6 |
| Variance | 967138338.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 5000 | 54 | 0.1% |
| 3000 | 52 | 0.1% |
| 1000 | 49 | 0.1% |
| 400 | 48 | 0.1% |
| 2000 | 43 | 0.1% |
| 1500 | 42 | 0.1% |
| 1499 | 36 | 0.1% |
| 599 | 34 | 0.1% |
| 999 | 34 | 0.1% |
| Other values (12146) | 25331 |
| Value | Count | Frequency (%) |
| 0 | 24277 | |
| 2 | 27 | 0.1% |
| 3.1 | 1 | < 0.1% |
| 10 | 7 | < 0.1% |
| 11 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1154700 | 3 | |
| 964208.44 | 3 | |
| 837031.06 | 4 | |
| 800000 | 1 | < 0.1% |
| 789448.5 | 1 | < 0.1% |
MiscServices_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5445 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2870.836041 |
| Minimum | 0 |
|---|---|
| Maximum | 1568000 |
| Zeros | 34785 |
| Zeros (%) | 69.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 308 |
| 95-th percentile | 11139.15 |
| Maximum | 1568000 |
| Range | 1568000 |
| Interquartile range (IQR) | 308 |
Descriptive statistics
| Standard deviation | 21446.42166 |
|---|---|
| Coefficient of variation (CV) | 7.470444621 |
| Kurtosis | 1377.045698 |
| Mean | 2870.836041 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.16463497 |
| Sum | 143541802.1 |
| Variance | 459949002.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 2 | 1374 | 2.7% |
| 1000 | 73 | 0.1% |
| 500 | 68 | 0.1% |
| 600 | 64 | 0.1% |
| 2000 | 60 | 0.1% |
| 5000 | 56 | 0.1% |
| 2500 | 53 | 0.1% |
| 3000 | 52 | 0.1% |
| 6000 | 51 | 0.1% |
| Other values (5435) | 13364 | 26.7% |
| Value | Count | Frequency (%) |
| 0 | 34785 | |
| 1 | 10 | < 0.1% |
| 2 | 1374 | 2.7% |
| 3 | 1 | < 0.1% |
| 4 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1568000 | 1 | |
| 1105500 | 2 | |
| 1000705.7 | 2 | |
| 833000 | 2 | |
| 810929 | 2 |
HomeF_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1244 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1107.691418 |
| Minimum | 0 |
|---|---|
| Maximum | 521180.38 |
| Zeros | 47285 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 800 |
| Maximum | 521180.38 |
| Range | 521180.38 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11198.17701 |
|---|---|
| Coefficient of variation (CV) | 10.10947348 |
| Kurtosis | 961.430417 |
| Mean | 1107.691418 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.28062187 |
| Sum | 55384570.89 |
| Variance | 125399168.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 5000 | 32 | 0.1% |
| 20000 | 25 | 0.1% |
| 10000 | 21 | < 0.1% |
| 1000 | 16 | < 0.1% |
| 15000 | 13 | < 0.1% |
| 4200 | 13 | < 0.1% |
| 4449 | 12 | < 0.1% |
| 8000 | 12 | < 0.1% |
| 30000 | 12 | < 0.1% |
| Other values (1234) | 2559 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 47285 | |
| 1 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 521180.38 | 2 | < 0.1% |
| 516155 | 1 | < 0.1% |
| 500000 | 6 | |
| 387326 | 1 | < 0.1% |
| 353000 | 1 | < 0.1% |
Electronics_amt_12m
Real number (ℝ)
| Distinct | 8450 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7785.50485 |
| Minimum | 0 |
|---|---|
| Maximum | 1075000 |
| Zeros | 32112 |
| Zeros (%) | 64.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2105 |
| 95-th percentile | 36104.53 |
| Maximum | 1075000 |
| Range | 1075000 |
| Interquartile range (IQR) | 2105 |
Descriptive statistics
| Standard deviation | 37669.26346 |
|---|---|
| Coefficient of variation (CV) | 4.838384175 |
| Kurtosis | 260.1614027 |
| Mean | 7785.50485 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.72312102 |
| Sum | 389275242.5 |
| Variance | 1418973409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 199 | 103 | 0.2% |
| 1499 | 57 | 0.1% |
| 549 | 52 | 0.1% |
| 299 | 50 | 0.1% |
| 2 | 42 | 0.1% |
| 10000 | 41 | 0.1% |
| 2000 | 41 | 0.1% |
| 2999 | 40 | 0.1% |
| 15000 | 36 | 0.1% |
| Other values (8440) | 17426 |
| Value | Count | Frequency (%) |
| 0 | 32112 | |
| 1 | 25 | 0.1% |
| 2 | 42 | 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1075000 | 1 | < 0.1% |
| 1004027.56 | 3 | < 0.1% |
| 959690 | 3 | < 0.1% |
| 942423 | 13 | |
| 790833.6 | 3 | < 0.1% |
MusicStores_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 246 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.767819 |
| Minimum | 0 |
|---|---|
| Maximum | 272142 |
| Zeros | 49307 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 272142 |
| Range | 272142 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2954.615352 |
|---|---|
| Coefficient of variation (CV) | 33.66399422 |
| Kurtosis | 7219.326039 |
| Mean | 87.767819 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 80.00078775 |
| Sum | 4388390.95 |
| Variance | 8729751.876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 99 | 22 | < 0.1% |
| 2000 | 18 | < 0.1% |
| 149 | 14 | < 0.1% |
| 5000 | 14 | < 0.1% |
| 75 | 13 | < 0.1% |
| 1499 | 13 | < 0.1% |
| 449 | 13 | < 0.1% |
| 269 | 12 | < 0.1% |
| 169 | 11 | < 0.1% |
| Other values (236) | 563 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 49307 | |
| 5 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 15 | 5 | < 0.1% |
| 18 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 272142 | 5 | |
| 88411 | 1 | < 0.1% |
| 50179 | 2 | < 0.1% |
| 49500 | 2 | < 0.1% |
| 39000 | 1 | < 0.1% |
Restaurants_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 14564 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5916.247728 |
| Minimum | 0 |
|---|---|
| Maximum | 1020000 |
| Zeros | 20254 |
| Zeros (%) | 40.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 680.1 |
| Q3 | 4861 |
| 95-th percentile | 24971 |
| Maximum | 1020000 |
| Range | 1020000 |
| Interquartile range (IQR) | 4861 |
Descriptive statistics
| Standard deviation | 22675.5409 |
|---|---|
| Coefficient of variation (CV) | 3.832757169 |
| Kurtosis | 668.8097281 |
| Mean | 5916.247728 |
| Median Absolute Deviation (MAD) | 680.1 |
| Skewness | 20.79086653 |
| Sum | 295812386.4 |
| Variance | 514180154.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 2 | 399 | 0.8% |
| 4 | 152 | 0.3% |
| 300 | 42 | 0.1% |
| 6 | 37 | 0.1% |
| 2061.65 | 33 | 0.1% |
| 220 | 32 | 0.1% |
| 1000 | 32 | 0.1% |
| 900 | 31 | 0.1% |
| 400 | 30 | 0.1% |
| Other values (14554) | 28958 |
| Value | Count | Frequency (%) |
| 0 | 20254 | |
| 1 | 4 | < 0.1% |
| 2 | 399 | 0.8% |
| 4 | 152 | 0.3% |
| 6 | 37 | 0.1% |
| Value | Count | Frequency (%) |
| 1020000 | 1 | < 0.1% |
| 1000000 | 1 | < 0.1% |
| 863465.05 | 9 | |
| 657847.38 | 7 | |
| 495000 | 1 | < 0.1% |
DigitalGoods_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1822 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2473.969376 |
| Minimum | 0 |
|---|---|
| Maximum | 948600 |
| Zeros | 44043 |
| Zeros (%) | 88.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1891 |
| Maximum | 948600 |
| Range | 948600 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 30509.16017 |
|---|---|
| Coefficient of variation (CV) | 12.33206865 |
| Kurtosis | 531.4836965 |
| Mean | 2473.969376 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.24664222 |
| Sum | 123698468.8 |
| Variance | 930808854.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 2 | 169 | 0.3% |
| 1300 | 120 | 0.2% |
| 390 | 112 | 0.2% |
| 299 | 106 | 0.2% |
| 200 | 84 | 0.2% |
| 387 | 71 | 0.1% |
| 20 | 64 | 0.1% |
| 567 | 64 | 0.1% |
| 258 | 55 | 0.1% |
| Other values (1812) | 5112 | 10.2% |
| Value | Count | Frequency (%) |
| 0 | 44043 | |
| 1 | 42 | 0.1% |
| 2 | 169 | 0.3% |
| 4 | 14 | < 0.1% |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 948600 | 8 | < 0.1% |
| 884000 | 2 | < 0.1% |
| 865000 | 20 | |
| 811681.72 | 2 | < 0.1% |
| 602499 | 5 | < 0.1% |
Alcohol_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2019 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 797.6000446 |
| Minimum | 0 |
|---|---|
| Maximum | 399994 |
| Zeros | 43436 |
| Zeros (%) | 86.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3683 |
| Maximum | 399994 |
| Range | 399994 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6130.755373 |
|---|---|
| Coefficient of variation (CV) | 7.686503297 |
| Kurtosis | 1671.293833 |
| Mean | 797.6000446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.97707862 |
| Sum | 39880002.23 |
| Variance | 37586161.44 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 900 | 48 | 0.1% |
| 600 | 47 | 0.1% |
| 360 | 42 | 0.1% |
| 1200 | 34 | 0.1% |
| 400 | 34 | 0.1% |
| 800 | 31 | 0.1% |
| 720 | 30 | 0.1% |
| 300 | 30 | 0.1% |
| 540 | 30 | 0.1% |
| Other values (2009) | 6238 | 12.5% |
| Value | Count | Frequency (%) |
| 0 | 43436 | |
| 60 | 1 | < 0.1% |
| 90 | 4 | < 0.1% |
| 104 | 1 | < 0.1% |
| 105 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 399994 | 2 | |
| 390730 | 1 | < 0.1% |
| 390635 | 1 | < 0.1% |
| 231400 | 2 | |
| 200240 | 3 |
Books_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1938 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 634.0098318 |
| Minimum | 0 |
|---|---|
| Maximum | 949000 |
| Zeros | 45427 |
| Zeros (%) | 90.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1526 |
| Maximum | 949000 |
| Range | 949000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10100.5045 |
|---|---|
| Coefficient of variation (CV) | 15.93114805 |
| Kurtosis | 3809.320487 |
| Mean | 634.0098318 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.38559939 |
| Sum | 31700491.59 |
| Variance | 102020191.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 450 | 25 | 0.1% |
| 400 | 22 | < 0.1% |
| 300 | 22 | < 0.1% |
| 40000 | 20 | < 0.1% |
| 900 | 19 | < 0.1% |
| 1000 | 18 | < 0.1% |
| 2500 | 18 | < 0.1% |
| 600 | 17 | < 0.1% |
| 1700 | 17 | < 0.1% |
| Other values (1928) | 4395 | 8.8% |
| Value | Count | Frequency (%) |
| 0 | 45427 | |
| 1 | 3 | < 0.1% |
| 1.51 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 10 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 949000 | 2 | < 0.1% |
| 464107.59 | 4 | |
| 400000 | 1 | < 0.1% |
| 368130 | 6 | |
| 281550 | 1 | < 0.1% |
Jewelry_amt_12m
Real number (ℝ)
| Distinct | 2303 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5020.164728 |
| Minimum | 0 |
|---|---|
| Maximum | 1312235 |
| Zeros | 44421 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20387.2 |
| Maximum | 1312235 |
| Range | 1312235 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 31291.24714 |
|---|---|
| Coefficient of variation (CV) | 6.233111628 |
| Kurtosis | 274.1977494 |
| Mean | 5020.164728 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.52489059 |
| Sum | 251008236.4 |
| Variance | 979142147.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 10000 | 105 | 0.2% |
| 5000 | 78 | 0.2% |
| 20000 | 76 | 0.2% |
| 30000 | 53 | 0.1% |
| 6000 | 51 | 0.1% |
| 2000 | 51 | 0.1% |
| 4000 | 45 | 0.1% |
| 15000 | 41 | 0.1% |
| 50000 | 38 | 0.1% |
| Other values (2293) | 5041 | 10.1% |
| Value | Count | Frequency (%) |
| 0 | 44421 | |
| 10 | 2 | < 0.1% |
| 110 | 1 | < 0.1% |
| 119 | 3 | < 0.1% |
| 120 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1312235 | 1 | |
| 1126230 | 1 | |
| 832650 | 2 | |
| 829200 | 2 | |
| 724000 | 1 |
DirectM_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 836 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 440.4139112 |
| Minimum | 0 |
|---|---|
| Maximum | 1839140.65 |
| Zeros | 47389 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 149 |
| Maximum | 1839140.65 |
| Range | 1839140.65 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16126.08507 |
|---|---|
| Coefficient of variation (CV) | 36.61574865 |
| Kurtosis | 10640.73601 |
| Mean | 440.4139112 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 97.61371505 |
| Sum | 22020695.56 |
| Variance | 260050619.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 199 | 390 | 0.8% |
| 649 | 338 | 0.7% |
| 499 | 169 | 0.3% |
| 149 | 115 | 0.2% |
| 398 | 29 | 0.1% |
| 2 | 26 | 0.1% |
| 1298 | 19 | < 0.1% |
| 998 | 15 | < 0.1% |
| 501 | 11 | < 0.1% |
| Other values (826) | 1499 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 47389 | |
| 1 | 1 | < 0.1% |
| 2 | 26 | 0.1% |
| 12 | 2 | < 0.1% |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1839140.65 | 3 | |
| 1115580.42 | 1 | < 0.1% |
| 516502.12 | 1 | < 0.1% |
| 351866.94 | 1 | < 0.1% |
| 330896.88 | 1 | < 0.1% |
Cash_amt_12m
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
QuasiCash_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.913654 |
| Minimum | 0 |
|---|---|
| Maximum | 149644.47 |
| Zeros | 49969 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 149644.47 |
| Range | 149644.47 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 967.3857349 |
|---|---|
| Coefficient of variation (CV) | 108.5285266 |
| Kurtosis | 22921.57892 |
| Mean | 8.913654 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 148.9790539 |
| Sum | 445682.7 |
| Variance | 935835.1601 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 285.61 | 5 | < 0.1% |
| 3393.16 | 4 | < 0.1% |
| 4457.23 | 4 | < 0.1% |
| 5007.12 | 3 | < 0.1% |
| 319.01 | 2 | < 0.1% |
| 149644.47 | 2 | < 0.1% |
| 21072.71 | 2 | < 0.1% |
| 2399.01 | 1 | < 0.1% |
| 8469.32 | 1 | < 0.1% |
| Other values (7) | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49969 | |
| 285.61 | 5 | < 0.1% |
| 319.01 | 2 | < 0.1% |
| 754.41 | 1 | < 0.1% |
| 2009.57 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 149644.47 | 2 | |
| 27988.24 | 1 | |
| 21072.71 | 2 | |
| 8469.32 | 1 | |
| 5013.32 | 1 |
FS_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.366 |
| Minimum | 0 |
|---|---|
| Maximum | 30000 |
| Zeros | 49931 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30000 |
| Range | 30000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 174.5065703 |
|---|---|
| Coefficient of variation (CV) | 127.7500515 |
| Kurtosis | 25755.09187 |
| Mean | 1.366 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 159.7054686 |
| Sum | 68300 |
| Variance | 30452.54309 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 200 | 67 | 0.1% |
| 30000 | 1 | < 0.1% |
| 24900 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 200 | 67 | 0.1% |
| 24900 | 1 | < 0.1% |
| 30000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30000 | 1 | < 0.1% |
| 24900 | 1 | < 0.1% |
| 200 | 67 | 0.1% |
| 0 | 49931 |
RentPayments_amt_12m
Real number (ℝ)
| Distinct | 6705 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17250.93866 |
| Minimum | 0 |
|---|---|
| Maximum | 1013828 |
| Zeros | 38583 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 106470.675 |
| Maximum | 1013828 |
| Range | 1013828 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 51878.21575 |
|---|---|
| Coefficient of variation (CV) | 3.007269156 |
| Kurtosis | 42.62888392 |
| Mean | 17250.93866 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.359033025 |
| Sum | 862546933 |
| Variance | 2691349269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 20300 | 65 | 0.1% |
| 10150 | 58 | 0.1% |
| 3540 | 57 | 0.1% |
| 25375 | 42 | 0.1% |
| 20200 | 40 | 0.1% |
| 40600 | 30 | 0.1% |
| 30420 | 28 | 0.1% |
| 20310 | 27 | 0.1% |
| 30300 | 25 | 0.1% |
| Other values (6695) | 11045 | 22.1% |
| Value | Count | Frequency (%) |
| 0 | 38583 | |
| 1 | 1 | < 0.1% |
| 1.01 | 1 | < 0.1% |
| 2 | 18 | < 0.1% |
| 5.11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1013828 | 1 | |
| 959020 | 1 | |
| 891620.5 | 1 | |
| 807058 | 1 | |
| 797900 | 2 |
WalletLoad_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4467 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3405.023854 |
| Minimum | 0 |
|---|---|
| Maximum | 1835364.3 |
| Zeros | 39449 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20336.72 |
| Maximum | 1835364.3 |
| Range | 1835364.3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 20662.81433 |
|---|---|
| Coefficient of variation (CV) | 6.06833174 |
| Kurtosis | 2728.405834 |
| Mean | 3405.023854 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 38.26647813 |
| Sum | 170251192.7 |
| Variance | 426951896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1023 | 139 | 0.3% |
| 1000 | 123 | 0.2% |
| 500 | 105 | 0.2% |
| 2000 | 103 | 0.2% |
| 4000 | 103 | 0.2% |
| 10230 | 99 | 0.2% |
| 2046 | 85 | 0.2% |
| 5115 | 81 | 0.2% |
| 20460 | 79 | 0.2% |
| Other values (4457) | 9634 | 19.3% |
| Value | Count | Frequency (%) |
| 0 | 39449 | |
| 1 | 5 | < 0.1% |
| 1.02 | 5 | < 0.1% |
| 1.03 | 1 | < 0.1% |
| 2 | 43 | 0.1% |
| Value | Count | Frequency (%) |
| 1835364.3 | 2 | < 0.1% |
| 684317.7 | 4 | |
| 656226.57 | 6 | |
| 337932 | 7 | |
| 323330 | 2 | < 0.1% |
BusinessServ_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 10073 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10236.93259 |
| Minimum | 0 |
|---|---|
| Maximum | 4905650 |
| Zeros | 28973 |
| Zeros (%) | 57.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1399 |
| 95-th percentile | 20072 |
| Maximum | 4905650 |
| Range | 4905650 |
| Interquartile range (IQR) | 1399 |
Descriptive statistics
| Standard deviation | 110315.3813 |
|---|---|
| Coefficient of variation (CV) | 10.77621449 |
| Kurtosis | 1051.347246 |
| Mean | 10236.93259 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.70445734 |
| Sum | 511846629.6 |
| Variance | 1.216948335 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1000 | 94 | 0.2% |
| 600 | 65 | 0.1% |
| 899 | 63 | 0.1% |
| 1500 | 63 | 0.1% |
| 1499 | 60 | 0.1% |
| 500 | 56 | 0.1% |
| 2 | 49 | 0.1% |
| 400 | 48 | 0.1% |
| 3000 | 45 | 0.1% |
| Other values (10063) | 20484 |
| Value | Count | Frequency (%) |
| 0 | 28973 | |
| 1 | 17 | < 0.1% |
| 2 | 49 | 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 4905650 | 11 | |
| 3121264.01 | 1 | < 0.1% |
| 2828574 | 14 | |
| 2697100 | 4 | < 0.1% |
| 1894211.09 | 12 |
ProfServ_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2179 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2725.70208 |
| Minimum | 0 |
|---|---|
| Maximum | 1500000 |
| Zeros | 44022 |
| Zeros (%) | 88.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6807.2 |
| Maximum | 1500000 |
| Range | 1500000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 27657.61293 |
|---|---|
| Coefficient of variation (CV) | 10.14696842 |
| Kurtosis | 1000.913767 |
| Mean | 2725.70208 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.89576097 |
| Sum | 136285104 |
| Variance | 764943553.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 500 | 95 | 0.2% |
| 1000 | 76 | 0.2% |
| 1500 | 68 | 0.1% |
| 3000 | 66 | 0.1% |
| 5000 | 65 | 0.1% |
| 10000 | 61 | 0.1% |
| 4032 | 52 | 0.1% |
| 2000 | 50 | 0.1% |
| 400 | 40 | 0.1% |
| Other values (2169) | 5405 | 10.8% |
| Value | Count | Frequency (%) |
| 0 | 44022 | |
| 1 | 8 | < 0.1% |
| 10 | 3 | < 0.1% |
| 29 | 2 | < 0.1% |
| 31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1500000 | 2 | |
| 1302900 | 2 | |
| 1300000 | 1 | |
| 1150000 | 1 | |
| 1125000 | 1 |
Education_amt_12m
Real number (ℝ)
| Distinct | 3859 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6434.501254 |
| Minimum | 0 |
|---|---|
| Maximum | 1505584 |
| Zeros | 41554 |
| Zeros (%) | 83.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 34443.63 |
| Maximum | 1505584 |
| Range | 1505584 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 37406.22845 |
|---|---|
| Coefficient of variation (CV) | 5.813384281 |
| Kurtosis | 451.9611095 |
| Mean | 6434.501254 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.12044735 |
| Sum | 321725062.7 |
| Variance | 1399225926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 2 | 572 | 1.1% |
| 455 | 41 | 0.1% |
| 1000 | 40 | 0.1% |
| 10000 | 39 | 0.1% |
| 500 | 37 | 0.1% |
| 15000 | 35 | 0.1% |
| 68215.44 | 33 | 0.1% |
| 3000 | 31 | 0.1% |
| 20000 | 30 | 0.1% |
| Other values (3849) | 7588 | 15.2% |
| Value | Count | Frequency (%) |
| 0 | 41554 | |
| 1 | 1 | < 0.1% |
| 1.03 | 1 | < 0.1% |
| 2 | 572 | 1.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1505584 | 3 | |
| 1250000 | 5 | |
| 1186450.01 | 3 | |
| 928098.23 | 1 | < 0.1% |
| 898741 | 6 |
GovtServices_amt_12m
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 7060 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18016.19656 |
| Minimum | 0 |
|---|---|
| Maximum | 15000000 |
| Zeros | 36573 |
| Zeros (%) | 73.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 300 |
| 95-th percentile | 25266.326 |
| Maximum | 15000000 |
| Range | 15000000 |
| Interquartile range (IQR) | 300 |
Descriptive statistics
| Standard deviation | 389880.2572 |
|---|---|
| Coefficient of variation (CV) | 21.64054194 |
| Kurtosis | 1436.625262 |
| Mean | 18016.19656 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.52586981 |
| Sum | 900809827.8 |
| Variance | 1.52006615 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 50 | 113 | 0.2% |
| 1526.55 | 92 | 0.2% |
| 500 | 83 | 0.2% |
| 201.76 | 70 | 0.1% |
| 200 | 61 | 0.1% |
| 100 | 53 | 0.1% |
| 1000 | 45 | 0.1% |
| 50445 | 43 | 0.1% |
| 2000 | 41 | 0.1% |
| Other values (7050) | 12826 | 25.7% |
| Value | Count | Frequency (%) |
| 0 | 36573 | |
| 3.03 | 2 | < 0.1% |
| 5.06 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8.26 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 15000000 | 33 | |
| 2458136 | 5 | < 0.1% |
| 2281696.4 | 1 | < 0.1% |
| 1654514 | 1 | < 0.1% |
| 1594670.03 | 2 | < 0.1% |
spends_1m
Real number (ℝ)
| Distinct | 33763 |
|---|---|
| Distinct (%) | 67.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83247.70261 |
| Minimum | 2500 |
|---|---|
| Maximum | 8467708.23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 2500 |
|---|---|
| 5-th percentile | 6453.4115 |
| Q1 | 19572.735 |
| median | 40000 |
| Q3 | 84194.2375 |
| 95-th percentile | 268910.7525 |
| Maximum | 8467708.23 |
| Range | 8465208.23 |
| Interquartile range (IQR) | 64621.5025 |
Descriptive statistics
| Standard deviation | 254068.0775 |
|---|---|
| Coefficient of variation (CV) | 3.051953022 |
| Kurtosis | 788.5777436 |
| Mean | 83247.70261 |
| Median Absolute Deviation (MAD) | 25398 |
| Skewness | 24.86908428 |
| Sum | 4162385130 |
| Variance | 6.455058801 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25000 | 56 | 0.1% |
| 15177 | 48 | 0.1% |
| 20000 | 41 | 0.1% |
| 50000 | 41 | 0.1% |
| 30000 | 38 | 0.1% |
| 25295 | 38 | 0.1% |
| 10000 | 37 | 0.1% |
| 60000 | 35 | 0.1% |
| 1556129.76 | 34 | 0.1% |
| 8467708.23 | 33 | 0.1% |
| Other values (33753) | 49599 |
| Value | Count | Frequency (%) |
| 2500 | 4 | |
| 2502 | 1 | < 0.1% |
| 2503.2 | 1 | < 0.1% |
| 2504 | 1 | < 0.1% |
| 2504.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8467708.23 | 33 | |
| 3150571.04 | 11 | < 0.1% |
| 2446771 | 5 | < 0.1% |
| 2140339.56 | 5 | < 0.1% |
| 2030811.5 | 3 | < 0.1% |
spends_3m
Real number (ℝ)
| Distinct | 35450 |
|---|---|
| Distinct (%) | 70.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188186.8484 |
| Minimum | 2500 |
|---|---|
| Maximum | 17200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 2500 |
|---|---|
| 5-th percentile | 14257.664 |
| Q1 | 44973.6325 |
| median | 93108.2 |
| Q3 | 193814.8725 |
| 95-th percentile | 604998.27 |
| Maximum | 17200000 |
| Range | 17197500 |
| Interquartile range (IQR) | 148841.24 |
Descriptive statistics
| Standard deviation | 532776.4455 |
|---|---|
| Coefficient of variation (CV) | 2.831103501 |
| Kurtosis | 692.7758058 |
| Mean | 188186.8484 |
| Median Absolute Deviation (MAD) | 59519.595 |
| Skewness | 22.86820727 |
| Sum | 9409342421 |
| Variance | 2.838507409 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5063763.43 | 34 | 0.1% |
| 17200000 | 33 | 0.1% |
| 1626364.36 | 25 | 0.1% |
| 1611313.95 | 20 | < 0.1% |
| 1951245.3 | 20 | < 0.1% |
| 1117684.16 | 19 | < 0.1% |
| 610512.88 | 18 | < 0.1% |
| 50000 | 16 | < 0.1% |
| 3901043.97 | 14 | < 0.1% |
| 2934583.44 | 14 | < 0.1% |
| Other values (35440) | 49787 |
| Value | Count | Frequency (%) |
| 2500 | 2 | |
| 2502 | 1 | < 0.1% |
| 2506 | 1 | < 0.1% |
| 2516 | 1 | < 0.1% |
| 2529.5 | 4 |
| Value | Count | Frequency (%) |
| 17200000 | 33 | |
| 5063763.43 | 34 | |
| 4912224.63 | 11 | < 0.1% |
| 4656142.19 | 2 | < 0.1% |
| 4484200 | 1 | < 0.1% |
spends_6m
Real number (ℝ)
| Distinct | 35450 |
|---|---|
| Distinct (%) | 70.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188186.8484 |
| Minimum | 2500 |
|---|---|
| Maximum | 17200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 2500 |
|---|---|
| 5-th percentile | 14257.664 |
| Q1 | 44973.6325 |
| median | 93108.2 |
| Q3 | 193814.8725 |
| 95-th percentile | 604998.27 |
| Maximum | 17200000 |
| Range | 17197500 |
| Interquartile range (IQR) | 148841.24 |
Descriptive statistics
| Standard deviation | 532776.4455 |
|---|---|
| Coefficient of variation (CV) | 2.831103501 |
| Kurtosis | 692.7758058 |
| Mean | 188186.8484 |
| Median Absolute Deviation (MAD) | 59519.595 |
| Skewness | 22.86820727 |
| Sum | 9409342421 |
| Variance | 2.838507409 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5063763.43 | 34 | 0.1% |
| 17200000 | 33 | 0.1% |
| 1626364.36 | 25 | 0.1% |
| 1611313.95 | 20 | < 0.1% |
| 1951245.3 | 20 | < 0.1% |
| 1117684.16 | 19 | < 0.1% |
| 610512.88 | 18 | < 0.1% |
| 50000 | 16 | < 0.1% |
| 3901043.97 | 14 | < 0.1% |
| 2934583.44 | 14 | < 0.1% |
| Other values (35440) | 49787 |
| Value | Count | Frequency (%) |
| 2500 | 2 | |
| 2502 | 1 | < 0.1% |
| 2506 | 1 | < 0.1% |
| 2516 | 1 | < 0.1% |
| 2529.5 | 4 |
| Value | Count | Frequency (%) |
| 17200000 | 33 | |
| 5063763.43 | 34 | |
| 4912224.63 | 11 | < 0.1% |
| 4656142.19 | 2 | < 0.1% |
| 4484200 | 1 | < 0.1% |
spends_12m
Real number (ℝ)
| Distinct | 35450 |
|---|---|
| Distinct (%) | 70.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188186.8484 |
| Minimum | 2500 |
|---|---|
| Maximum | 17200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 2500 |
|---|---|
| 5-th percentile | 14257.664 |
| Q1 | 44973.6325 |
| median | 93108.2 |
| Q3 | 193814.8725 |
| 95-th percentile | 604998.27 |
| Maximum | 17200000 |
| Range | 17197500 |
| Interquartile range (IQR) | 148841.24 |
Descriptive statistics
| Standard deviation | 532776.4455 |
|---|---|
| Coefficient of variation (CV) | 2.831103501 |
| Kurtosis | 692.7758058 |
| Mean | 188186.8484 |
| Median Absolute Deviation (MAD) | 59519.595 |
| Skewness | 22.86820727 |
| Sum | 9409342421 |
| Variance | 2.838507409 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5063763.43 | 34 | 0.1% |
| 17200000 | 33 | 0.1% |
| 1626364.36 | 25 | 0.1% |
| 1611313.95 | 20 | < 0.1% |
| 1951245.3 | 20 | < 0.1% |
| 1117684.16 | 19 | < 0.1% |
| 610512.88 | 18 | < 0.1% |
| 50000 | 16 | < 0.1% |
| 3901043.97 | 14 | < 0.1% |
| 2934583.44 | 14 | < 0.1% |
| Other values (35440) | 49787 |
| Value | Count | Frequency (%) |
| 2500 | 2 | |
| 2502 | 1 | < 0.1% |
| 2506 | 1 | < 0.1% |
| 2516 | 1 | < 0.1% |
| 2529.5 | 4 |
| Value | Count | Frequency (%) |
| 17200000 | 33 | |
| 5063763.43 | 34 | |
| 4912224.63 | 11 | < 0.1% |
| 4656142.19 | 2 | < 0.1% |
| 4484200 | 1 | < 0.1% |
revolve_1m
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3421 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08881684879 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 42442 |
| Zeros (%) | 84.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2844822554 |
|---|---|
| Coefficient of variation (CV) | 3.203021265 |
| Kurtosis | 6.357410393 |
| Mean | 0.08881684879 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.890871395 |
| Sum | 4137 |
| Variance | 0.08093015365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42442 | |
| 1 | 4137 | 8.3% |
| (Missing) | 3421 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 42442 | |
| 1 | 4137 | 8.3% |
| Value | Count | Frequency (%) |
| 1 | 4137 | 8.3% |
| 0 | 42442 |
revolve_3m
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3421 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1399128363 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 40062 |
| Zeros (%) | 80.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3469002999 |
|---|---|
| Coefficient of variation (CV) | 2.479402957 |
| Kurtosis | 2.310356707 |
| Mean | 0.1399128363 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.076115967 |
| Sum | 6517 |
| Variance | 0.1203398181 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40062 | |
| 1 | 6517 | 13.0% |
| (Missing) | 3421 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 40062 | |
| 1 | 6517 | 13.0% |
| Value | Count | Frequency (%) |
| 1 | 6517 | 13.0% |
| 0 | 40062 |
revolve_6m
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3421 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1846540286 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 37978 |
| Zeros (%) | 76.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3880208122 |
|---|---|
| Coefficient of variation (CV) | 2.101339543 |
| Kurtosis | 0.6422040445 |
| Mean | 0.1846540286 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.625477306 |
| Sum | 8601 |
| Variance | 0.1505601507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37978 | |
| 1 | 8601 | 17.2% |
| (Missing) | 3421 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 37978 | |
| 1 | 8601 | 17.2% |
| Value | Count | Frequency (%) |
| 1 | 8601 | 17.2% |
| 0 | 37978 |
util_1m
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 29886 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 3430 |
| Missing (%) | 6.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2861211378 |
| Minimum | -4.181810345 |
|---|---|
| Maximum | 1.220772 |
| Zeros | 3793 |
| Zeros (%) | 7.6% |
| Negative | 2225 |
| Negative (%) | 4.5% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -4.181810345 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0287306565 |
| median | 0.149961822 |
| Q3 | 0.4761 |
| 95-th percentile | 0.980159732 |
| Maximum | 1.220772 |
| Range | 5.402582345 |
| Interquartile range (IQR) | 0.4473693435 |
Descriptive statistics
| Standard deviation | 0.3288056634 |
|---|---|
| Coefficient of variation (CV) | 1.149183405 |
| Kurtosis | 2.799773342 |
| Mean | 0.2861211378 |
| Median Absolute Deviation (MAD) | 0.147084572 |
| Skewness | 0.6630495531 |
| Sum | 13324.66139 |
| Variance | 0.1081131643 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3793 | 7.6% |
| 1 | 84 | 0.2% |
| 1.056274067 | 34 | 0.1% |
| 0.269772235 | 25 | 0.1% |
| 0.615943517 | 20 | < 0.1% |
| -0.024539025 | 19 | < 0.1% |
| 0.0496735 | 18 | < 0.1% |
| 0.8422771 | 14 | < 0.1% |
| 0.520596875 | 14 | < 0.1% |
| 0.16149297 | 14 | < 0.1% |
| Other values (29876) | 42535 | |
| (Missing) | 3430 | 6.9% |
| Value | Count | Frequency (%) |
| -4.181810345 | 1 | < 0.1% |
| -3.779525 | 3 | |
| -2.845282468 | 2 | |
| -2.713381296 | 2 | |
| -2.3833292 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.220772 | 1 | < 0.1% |
| 1.165178955 | 1 | < 0.1% |
| 1.165122654 | 1 | < 0.1% |
| 1.1551125 | 3 | |
| 1.145652444 | 1 | < 0.1% |
util_3m
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 31718 |
|---|---|
| Distinct (%) | 68.1% |
| Missing | 3421 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2769589456 |
| Minimum | -5.621556727 |
|---|---|
| Maximum | 1.158873067 |
| Zeros | 1946 |
| Zeros (%) | 3.9% |
| Negative | 1144 |
| Negative (%) | 2.3% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -5.621556727 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0510982805 |
| median | 0.17663 |
| Q3 | 0.426151464 |
| 95-th percentile | 0.9230671664 |
| Maximum | 1.158873067 |
| Range | 6.780429794 |
| Interquartile range (IQR) | 0.3750531835 |
Descriptive statistics
| Standard deviation | 0.290071503 |
|---|---|
| Coefficient of variation (CV) | 1.047344769 |
| Kurtosis | 7.441545939 |
| Mean | 0.2769589456 |
| Median Absolute Deviation (MAD) | 0.151708867 |
| Skewness | 0.5467103541 |
| Sum | 12900.47073 |
| Variance | 0.08414147684 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1946 | 3.9% |
| 1.081001611 | 34 | 0.1% |
| 1 | 29 | 0.1% |
| 0.331456043 | 25 | 0.1% |
| 0.265136133 | 20 | < 0.1% |
| 0.547633718 | 20 | < 0.1% |
| 0.363157075 | 19 | < 0.1% |
| 0.177581911 | 18 | < 0.1% |
| 0.733146656 | 14 | < 0.1% |
| 0.704857667 | 14 | < 0.1% |
| Other values (31708) | 44440 | |
| (Missing) | 3421 | 6.8% |
| Value | Count | Frequency (%) |
| -5.621556727 | 1 | < 0.1% |
| -4.181810345 | 1 | < 0.1% |
| -3.390836667 | 3 | |
| -2.8003673 | 2 | |
| -2.773814444 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.158873067 | 1 | |
| 1.153696914 | 1 | |
| 1.144906133 | 1 | |
| 1.139979568 | 1 | |
| 1.137157861 | 1 |
util_6m
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 32099 |
|---|---|
| Distinct (%) | 68.9% |
| Missing | 3421 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2700630135 |
| Minimum | -8.490338472 |
|---|---|
| Maximum | 1.152833133 |
| Zeros | 1531 |
| Zeros (%) | 3.1% |
| Negative | 794 |
| Negative (%) | 1.6% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -8.490338472 |
|---|---|
| 5-th percentile | 3.303 × 10-7 |
| Q1 | 0.058282991 |
| median | 0.177386221 |
| Q3 | 0.4109363635 |
| 95-th percentile | 0.8864940025 |
| Maximum | 1.152833133 |
| Range | 9.643171605 |
| Interquartile range (IQR) | 0.3526533725 |
Descriptive statistics
| Standard deviation | 0.2795309849 |
|---|---|
| Coefficient of variation (CV) | 1.035058379 |
| Kurtosis | 28.78903012 |
| Mean | 0.2700630135 |
| Median Absolute Deviation (MAD) | 0.143645035 |
| Skewness | -0.09496150341 |
| Sum | 12579.26511 |
| Variance | 0.07813757153 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1531 | 3.1% |
| 1.086199475 | 34 | 0.1% |
| 0.238447588 | 25 | 0.1% |
| 0.383533107 | 20 | < 0.1% |
| 0.442238179 | 20 | < 0.1% |
| 0.305775888 | 19 | < 0.1% |
| 0.377261272 | 18 | < 0.1% |
| 1 | 17 | < 0.1% |
| 0.087867973 | 14 | < 0.1% |
| 0.7114949 | 14 | < 0.1% |
| Other values (32089) | 44867 | |
| (Missing) | 3421 | 6.8% |
| Value | Count | Frequency (%) |
| -8.490338472 | 1 | < 0.1% |
| -5.621556727 | 1 | < 0.1% |
| -4.181810345 | 1 | < 0.1% |
| -3.390836667 | 3 | |
| -2.39937097 | 2 |
| Value | Count | Frequency (%) |
| 1.152833133 | 1 | |
| 1.144906133 | 1 | |
| 1.129983932 | 1 | |
| 1.128258864 | 1 | |
| 1.127980348 | 1 |
payment_ratio_1m
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 24296 |
|---|---|
| Distinct (%) | 59.1% |
| Missing | 8889 |
| Missing (%) | 17.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -311.3116825 |
| Minimum | -1019726.19 |
|---|---|
| Maximum | 319673.2143 |
| Zeros | 1703 |
| Zeros (%) | 3.4% |
| Negative | 771 |
| Negative (%) | 1.5% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -1019726.19 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.9999558715 |
| median | 1 |
| Q3 | 1.002440173 |
| 95-th percentile | 2.57296782 |
| Maximum | 319673.2143 |
| Range | 1339399.404 |
| Interquartile range (IQR) | 0.0024843015 |
Descriptive statistics
| Standard deviation | 14329.98308 |
|---|---|
| Coefficient of variation (CV) | -46.03098402 |
| Kurtosis | 4028.497907 |
| Mean | -311.3116825 |
| Median Absolute Deviation (MAD) | 0.000829822 |
| Skewness | -59.29663513 |
| Sum | -12798334.58 |
| Variance | 205348415.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3648 | 7.3% |
| 0 | 1703 | 3.4% |
| 2 | 76 | 0.2% |
| 0.243166324 | 34 | 0.1% |
| 4.372517434 | 25 | 0.1% |
| 0.05 | 23 | < 0.1% |
| 1.305317073 | 20 | < 0.1% |
| 9.346678731 | 20 | < 0.1% |
| 5.170529613 | 19 | < 0.1% |
| 8.455494849 | 18 | < 0.1% |
| Other values (24286) | 35525 | |
| (Missing) | 8889 | 17.8% |
| Value | Count | Frequency (%) |
| -1019726.19 | 6 | |
| -712658.3333 | 1 | < 0.1% |
| -625000 | 1 | < 0.1% |
| -401895 | 1 | < 0.1% |
| -354080 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 319673.2143 | 1 | |
| 286950 | 1 | |
| 146900 | 1 | |
| 81320 | 1 | |
| 70932.43243 | 1 |
payment_ratio_3m
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 28538 |
|---|---|
| Distinct (%) | 66.4% |
| Missing | 6990 |
| Missing (%) | 14.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -619.8010839 |
| Minimum | -3704709.524 |
|---|---|
| Maximum | 270036 |
| Zeros | 418 |
| Zeros (%) | 0.8% |
| Negative | 778 |
| Negative (%) | 1.6% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -3704709.524 |
|---|---|
| 5-th percentile | 0.1270283466 |
| Q1 | 0.999977079 |
| median | 1.000465329 |
| Q3 | 1.063867672 |
| 95-th percentile | 3.18013421 |
| Maximum | 270036 |
| Range | 3974745.524 |
| Interquartile range (IQR) | 0.06389059325 |
Descriptive statistics
| Standard deviation | 44429.15593 |
|---|---|
| Coefficient of variation (CV) | -71.68292713 |
| Kurtosis | 6752.079765 |
| Mean | -619.8010839 |
| Median Absolute Deviation (MAD) | 0.004937279 |
| Skewness | -81.408264 |
| Sum | -26657644.62 |
| Variance | 1973949897 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1632 | 3.3% |
| 0 | 418 | 0.8% |
| -0.5 | 36 | 0.1% |
| 2.148109717 | 34 | 0.1% |
| -1 | 30 | 0.1% |
| 3.507474759 | 25 | 0.1% |
| 2 | 25 | 0.1% |
| 2.228055745 | 20 | < 0.1% |
| 2.890307692 | 20 | < 0.1% |
| 2.918535661 | 19 | < 0.1% |
| Other values (28528) | 40751 | |
| (Missing) | 6990 | 14.0% |
| Value | Count | Frequency (%) |
| -3704709.524 | 6 | |
| -1226710 | 1 | < 0.1% |
| -488168.4 | 2 | < 0.1% |
| -269911 | 4 | |
| -143506.4103 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 270036 | 2 | |
| 110315.4762 | 1 | |
| 18304.87805 | 1 | |
| 14368.98263 | 1 | |
| 14352.94118 | 1 |
payment_ratio_6m
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 29635 |
|---|---|
| Distinct (%) | 68.2% |
| Missing | 6536 |
| Missing (%) | 13.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -556.4841232 |
| Minimum | -3704709.524 |
|---|---|
| Maximum | 273517 |
| Zeros | 150 |
| Zeros (%) | 0.3% |
| Negative | 654 |
| Negative (%) | 1.3% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -3704709.524 |
|---|---|
| 5-th percentile | 0.254369267 |
| Q1 | 0.9999815575 |
| median | 1.00108895 |
| Q3 | 1.118157603 |
| 95-th percentile | 3.286817109 |
| Maximum | 273517 |
| Range | 3978226.524 |
| Interquartile range (IQR) | 0.1181760455 |
Descriptive statistics
| Standard deviation | 43669.86947 |
|---|---|
| Coefficient of variation (CV) | -78.47460089 |
| Kurtosis | 7144.14233 |
| Mean | -556.4841232 |
| Median Absolute Deviation (MAD) | 0.0259874135 |
| Skewness | -84.26270787 |
| Sum | -24187025.93 |
| Variance | 1907057499 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1150 | 2.3% |
| 0 | 150 | 0.3% |
| 2.763527208 | 34 | 0.1% |
| -1 | 30 | 0.1% |
| 3.860469517 | 25 | 0.1% |
| 2 | 21 | < 0.1% |
| -0.5 | 20 | < 0.1% |
| 2.648910934 | 20 | < 0.1% |
| 3.40490891 | 20 | < 0.1% |
| 4.039124107 | 19 | < 0.1% |
| Other values (29625) | 41975 | |
| (Missing) | 6536 | 13.1% |
| Value | Count | Frequency (%) |
| -3704709.524 | 6 | |
| -269911 | 4 | |
| -130887.5 | 1 | < 0.1% |
| -108769 | 2 | < 0.1% |
| -105617.9487 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 273517 | 2 | |
| 110315.4762 | 1 | |
| 18304.87805 | 1 | |
| 14352.94118 | 1 | |
| 2406.5 | 1 |
paymad_1m
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 22588 |
|---|---|
| Distinct (%) | 58.2% |
| Missing | 11185 |
| Missing (%) | 22.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.1902387 |
| Minimum | 0 |
|---|---|
| Maximum | 319673.2143 |
| Zeros | 178 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.000057169 |
| Q1 | 11.55 |
| median | 19.992004 |
| Q3 | 20.01497491 |
| 95-th percentile | 43.35855292 |
| Maximum | 319673.2143 |
| Range | 319673.2143 |
| Interquartile range (IQR) | 8.46497491 |
Descriptive statistics
| Standard deviation | 2409.143773 |
|---|---|
| Coefficient of variation (CV) | 47.06256181 |
| Kurtosis | 13588.80013 |
| Mean | 51.1902387 |
| Median Absolute Deviation (MAD) | 0.1854704 |
| Skewness | 111.890308 |
| Sum | 1986949.115 |
| Variance | 5803973.718 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1224 | 2.4% |
| 20 | 1006 | 2.0% |
| 0 | 178 | 0.4% |
| 4.235770207 | 34 | 0.1% |
| 10 | 27 | 0.1% |
| 87.44050488 | 25 | 0.1% |
| 186.9147451 | 20 | < 0.1% |
| 26.10634146 | 20 | < 0.1% |
| 2 | 20 | < 0.1% |
| 103.4088386 | 19 | < 0.1% |
| Other values (22578) | 36242 | |
| (Missing) | 11185 | 22.4% |
| Value | Count | Frequency (%) |
| 0 | 178 | |
| 0.000663 | 1 | < 0.1% |
| 0.003040746 | 1 | < 0.1% |
| 0.004761905 | 1 | < 0.1% |
| 0.021437579 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 319673.2143 | 1 | |
| 286950 | 1 | |
| 146900 | 1 | |
| 81320 | 1 | |
| 70932.43243 | 1 |
paymad_3m
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 28649 |
|---|---|
| Distinct (%) | 68.0% |
| Missing | 7859 |
| Missing (%) | 15.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2513.665774 |
| Minimum | 0 |
|---|---|
| Maximum | 9392446.939 |
| Zeros | 30 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.459793703 |
| Q1 | 13.39392095 |
| median | 19.99218485 |
| Q3 | 20.18067118 |
| 95-th percentile | 56.2427157 |
| Maximum | 9392446.939 |
| Range | 9392446.939 |
| Interquartile range (IQR) | 6.78675023 |
Descriptive statistics
| Standard deviation | 151746.1101 |
|---|---|
| Coefficient of variation (CV) | 60.36845139 |
| Kurtosis | 3824.71663 |
| Mean | 2513.665774 |
| Median Absolute Deviation (MAD) | 1.93474503 |
| Skewness | 61.85228678 |
| Sum | 105928389.4 |
| Variance | 2.302688193 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 415 | 0.8% |
| 20 | 393 | 0.8% |
| 26.23494968 | 34 | 0.1% |
| 0 | 30 | 0.1% |
| 70.13912232 | 25 | 0.1% |
| 44.56008243 | 20 | < 0.1% |
| 57.80615385 | 20 | < 0.1% |
| 58.36842491 | 19 | < 0.1% |
| 82.29515526 | 18 | < 0.1% |
| 182.731841 | 14 | < 0.1% |
| Other values (28639) | 41153 | |
| (Missing) | 7859 | 15.7% |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 0.000663 | 1 | < 0.1% |
| 0.001996008 | 1 | < 0.1% |
| 0.019704433 | 1 | < 0.1% |
| 0.098345154 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9392446.939 | 11 | |
| 270036 | 2 | < 0.1% |
| 156310.2041 | 1 | < 0.1% |
| 137200 | 1 | < 0.1% |
| 110315.4762 | 1 | < 0.1% |
paymad_6m
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 30037 |
|---|---|
| Distinct (%) | 69.9% |
| Missing | 7026 |
| Missing (%) | 14.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2510.30696 |
| Minimum | 0 |
|---|---|
| Maximum | 9495679.592 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.837682801 |
| Q1 | 13.81779446 |
| median | 19.99393974 |
| Q3 | 20.76940504 |
| 95-th percentile | 58.27254385 |
| Maximum | 9495679.592 |
| Range | 9495679.592 |
| Interquartile range (IQR) | 6.951610582 |
Descriptive statistics
| Standard deviation | 151925.8376 |
|---|---|
| Coefficient of variation (CV) | 60.52082078 |
| Kurtosis | 3899.797625 |
| Mean | 2510.30696 |
| Median Absolute Deviation (MAD) | 2.589786935 |
| Skewness | 62.45375746 |
| Sum | 107877931.3 |
| Variance | 2.308146014 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 329 | 0.7% |
| 1 | 152 | 0.3% |
| 35.97306874 | 34 | 0.1% |
| 77.19953808 | 25 | 0.1% |
| 52.97754035 | 20 | < 0.1% |
| 68.09817293 | 20 | < 0.1% |
| 80.78022959 | 19 | < 0.1% |
| 34.46684111 | 18 | < 0.1% |
| 34.46245378 | 14 | < 0.1% |
| 117.1357747 | 14 | < 0.1% |
| Other values (30027) | 42329 | |
| (Missing) | 7026 | 14.1% |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 0.000663 | 1 | < 0.1% |
| 0.001996008 | 1 | < 0.1% |
| 0.005698006 | 2 | < 0.1% |
| 0.098345154 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9495679.592 | 11 | |
| 273517 | 2 | < 0.1% |
| 137200 | 1 | < 0.1% |
| 130230.7692 | 6 | |
| 110315.4762 | 1 | < 0.1% |
has_taken_emi_before
Real number (ℝ)
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 39958 |
| Missing (%) | 79.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1 |
| Minimum | 1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 10042 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1 | 10042 | 20.1% |
| (Missing) | 39958 |
| Value | Count | Frequency (%) |
| 1 | 10042 |
| Value | Count | Frequency (%) |
| 1 | 10042 |
count_of_emi_before
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 39958 |
| Missing (%) | 79.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.186616212 |
| Minimum | 1 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 11 |
| Maximum | 76 |
| Range | 75 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.346145797 |
|---|---|
| Coefficient of variation (CV) | 1.363874878 |
| Kurtosis | 33.73931695 |
| Mean | 3.186616212 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.554797965 |
| Sum | 32000 |
| Variance | 18.88898329 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4846 | 9.7% |
| 2 | 1753 | 3.5% |
| 3 | 931 | 1.9% |
| 4 | 640 | 1.3% |
| 5 | 449 | 0.9% |
| 6 | 278 | 0.6% |
| 7 | 211 | 0.4% |
| 8 | 164 | 0.3% |
| 9 | 140 | 0.3% |
| 11 | 91 | 0.2% |
| Other values (34) | 539 | 1.1% |
| (Missing) | 39958 |
| Value | Count | Frequency (%) |
| 1 | 4846 | |
| 2 | 1753 | 3.5% |
| 3 | 931 | 1.9% |
| 4 | 640 | 1.3% |
| 5 | 449 | 0.9% |
| Value | Count | Frequency (%) |
| 76 | 1 | < 0.1% |
| 69 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 44 | 5 |
age
Real number (ℝ)
| Distinct | 12929 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -38.25527231 |
| Minimum | -81.56989247 |
|---|---|
| Maximum | -21.06989247 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 49998 |
| Negative (%) | > 99.9% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -81.56989247 |
|---|---|
| 5-th percentile | -62.86370968 |
| Q1 | -43.49731183 |
| median | -35.30107527 |
| Q3 | -29.86021505 |
| 95-th percentile | -25.04569893 |
| Maximum | -21.06989247 |
| Range | 60.5 |
| Interquartile range (IQR) | 13.63709678 |
Descriptive statistics
| Standard deviation | 11.40218204 |
|---|---|
| Coefficient of variation (CV) | -0.2980551792 |
| Kurtosis | 0.9360754312 |
| Mean | -38.25527231 |
| Median Absolute Deviation (MAD) | 6.27419355 |
| Skewness | -1.159013226 |
| Sum | -1912687.105 |
| Variance | 130.0097553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -34.24731183 | 52 | 0.1% |
| -31.24731183 | 48 | 0.1% |
| -30.24731183 | 43 | 0.1% |
| -29.24731183 | 41 | 0.1% |
| -31.82258065 | 40 | 0.1% |
| -36.24731183 | 38 | 0.1% |
| -44.24731183 | 38 | 0.1% |
| -32.24731183 | 37 | 0.1% |
| -28.24731183 | 36 | 0.1% |
| -26.24731183 | 35 | 0.1% |
| Other values (12919) | 49590 |
| Value | Count | Frequency (%) |
| -81.56989247 | 1 | < 0.1% |
| -81.42741936 | 1 | < 0.1% |
| -81.4139785 | 1 | < 0.1% |
| -81.37634409 | 3 | |
| -81.37096774 | 3 |
| Value | Count | Frequency (%) |
| -21.06989247 | 1 | |
| -21.10483871 | 1 | |
| -21.11290323 | 2 | |
| -21.12903226 | 1 | |
| -21.1344086 | 1 |
married_flag
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 50000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
| Value | Count | Frequency (%) |
| 0 | 50000 |
ASSET_OWNERSHIP
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.33854 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 33073 |
| Zeros (%) | 66.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4732178643 |
|---|---|
| Coefficient of variation (CV) | 1.39781965 |
| Kurtosis | -1.534365524 |
| Mean | 0.33854 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6824191174 |
| Sum | 16927 |
| Variance | 0.2239351471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33073 | |
| 1 | 16927 |
| Value | Count | Frequency (%) |
| 0 | 33073 | |
| 1 | 16927 |
| Value | Count | Frequency (%) |
| 1 | 16927 | |
| 0 | 33073 |
Bureau_AL_amt_ever
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 3833 |
|---|---|
| Distinct (%) | 32.9% |
| Missing | 38351 |
| Missing (%) | 76.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1448919.139 |
| Minimum | 1159 |
|---|---|
| Maximum | 434000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1159 |
|---|---|
| 5-th percentile | 200000 |
| Q1 | 416154 |
| median | 696000 |
| Q3 | 1250000 |
| 95-th percentile | 4100080 |
| Maximum | 434000000 |
| Range | 433998841 |
| Interquartile range (IQR) | 833846 |
Descriptive statistics
| Standard deviation | 7786698.725 |
|---|---|
| Coefficient of variation (CV) | 5.374143054 |
| Kurtosis | 2571.918557 |
| Mean | 1448919.139 |
| Median Absolute Deviation (MAD) | 339062 |
| Skewness | 47.93700845 |
| Sum | 1.687845905 × 1010 |
| Variance | 6.063267704 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 500000 | 407 | 0.8% |
| 600000 | 299 | 0.6% |
| 400000 | 287 | 0.6% |
| 300000 | 280 | 0.6% |
| 200000 | 202 | 0.4% |
| 700000 | 187 | 0.4% |
| 350000 | 161 | 0.3% |
| 800000 | 155 | 0.3% |
| 450000 | 126 | 0.3% |
| 1000000 | 123 | 0.2% |
| Other values (3823) | 9422 | 18.8% |
| (Missing) | 38351 |
| Value | Count | Frequency (%) |
| 1159 | 2 | < 0.1% |
| 1399 | 4 | |
| 1699 | 5 | |
| 1759 | 2 | < 0.1% |
| 1924 | 6 |
| Value | Count | Frequency (%) |
| 434000000 | 3 | |
| 269000000 | 1 | < 0.1% |
| 61500000 | 2 | |
| 50100000 | 3 | |
| 34000000 | 3 |
Bureau_BL_amt_ever
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 1307 |
|---|---|
| Distinct (%) | 31.3% |
| Missing | 45820 |
| Missing (%) | 91.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5839550.772 |
| Minimum | 1 |
|---|---|
| Maximum | 1700000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 14712.5 |
| Q1 | 100000 |
| median | 400000 |
| Q3 | 2053200 |
| 95-th percentile | 17000000 |
| Maximum | 1700000000 |
| Range | 1699999999 |
| Interquartile range (IQR) | 1953200 |
Descriptive statistics
| Standard deviation | 40701081.61 |
|---|---|
| Coefficient of variation (CV) | 6.969899432 |
| Kurtosis | 798.7289049 |
| Mean | 5839550.772 |
| Median Absolute Deviation (MAD) | 357000 |
| Skewness | 23.55052485 |
| Sum | 2.440932223 × 1010 |
| Variance | 1.656578044 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50000 | 228 | 0.5% |
| 100000 | 140 | 0.3% |
| 300000 | 111 | 0.2% |
| 200000 | 103 | 0.2% |
| 500000 | 93 | 0.2% |
| 150000 | 87 | 0.2% |
| 1000000 | 80 | 0.2% |
| 10000 | 74 | 0.1% |
| 40000 | 50 | 0.1% |
| 2000000 | 47 | 0.1% |
| Other values (1297) | 3167 | 6.3% |
| (Missing) | 45820 |
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 12 | 2 | < 0.1% |
| 399 | 1 | < 0.1% |
| 2000 | 10 | |
| 3000 | 9 |
| Value | Count | Frequency (%) |
| 1700000000 | 1 | < 0.1% |
| 700000000 | 2 | < 0.1% |
| 516000000 | 5 | |
| 400000000 | 3 | |
| 356000000 | 1 | < 0.1% |
Bureau_CCOD_amt_ever
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 22788 |
|---|---|
| Distinct (%) | 67.7% |
| Missing | 16336 |
| Missing (%) | 32.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 960499.7433 |
| Minimum | 1 |
|---|---|
| Maximum | 2820000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 19599.3 |
| Q1 | 112663 |
| median | 328566 |
| Q3 | 765011 |
| 95-th percentile | 2377746.7 |
| Maximum | 2820000000 |
| Range | 2819999999 |
| Interquartile range (IQR) | 652348 |
Descriptive statistics
| Standard deviation | 16645500.53 |
|---|---|
| Coefficient of variation (CV) | 17.33004162 |
| Kurtosis | 24542.14343 |
| Mean | 960499.7433 |
| Median Absolute Deviation (MAD) | 255829.5 |
| Skewness | 147.7545679 |
| Sum | 3.233426336 × 1010 |
| Variance | 2.770726878 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86000 | 57 | 0.1% |
| 25000 | 43 | 0.1% |
| 100000 | 36 | 0.1% |
| 590 | 30 | 0.1% |
| 300000 | 28 | 0.1% |
| 66000 | 26 | 0.1% |
| 1046756 | 25 | 0.1% |
| 250000 | 23 | < 0.1% |
| 200000 | 21 | < 0.1% |
| 65000 | 21 | < 0.1% |
| Other values (22778) | 33354 | |
| (Missing) | 16336 |
| Value | Count | Frequency (%) |
| 1 | 7 | |
| 2 | 4 | |
| 3 | 1 | < 0.1% |
| 5 | 5 | |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2820000000 | 1 | < 0.1% |
| 611000000 | 1 | < 0.1% |
| 451000000 | 3 | |
| 175000000 | 1 | < 0.1% |
| 155000000 | 3 |
Bureau_CV_amt_ever
Real number (ℝ)
| Distinct | 406 |
|---|---|
| Distinct (%) | 52.5% |
| Missing | 49226 |
| Missing (%) | 98.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9741787.143 |
| Minimum | 20000 |
|---|---|
| Maximum | 340000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 20000 |
|---|---|
| 5-th percentile | 156950 |
| Q1 | 377000 |
| median | 750000 |
| Q3 | 3224000 |
| 95-th percentile | 48620000 |
| Maximum | 340000000 |
| Range | 339980000 |
| Interquartile range (IQR) | 2847000 |
Descriptive statistics
| Standard deviation | 33057407.13 |
|---|---|
| Coefficient of variation (CV) | 3.393361674 |
| Kurtosis | 38.68366797 |
| Mean | 9741787.143 |
| Median Absolute Deviation (MAD) | 474834.5 |
| Skewness | 5.726713421 |
| Sum | 7540143249 |
| Variance | 1.092792166 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1011627 | 12 | < 0.1% |
| 500000 | 12 | < 0.1% |
| 300000 | 12 | < 0.1% |
| 400000 | 10 | < 0.1% |
| 125000 | 10 | < 0.1% |
| 11500000 | 7 | < 0.1% |
| 250000 | 7 | < 0.1% |
| 2090578 | 7 | < 0.1% |
| 870000 | 7 | < 0.1% |
| 590000 | 6 | < 0.1% |
| Other values (396) | 684 | 1.4% |
| (Missing) | 49226 |
| Value | Count | Frequency (%) |
| 20000 | 2 | |
| 28000 | 1 | < 0.1% |
| 30000 | 3 | |
| 48000 | 1 | < 0.1% |
| 50000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 340000000 | 1 | < 0.1% |
| 283000000 | 3 | |
| 232000000 | 1 | < 0.1% |
| 166000000 | 5 | |
| 165000000 | 5 |
Bureau_CD_amt_ever
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 8942 |
|---|---|
| Distinct (%) | 45.5% |
| Missing | 30347 |
| Missing (%) | 60.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107474.1102 |
| Minimum | 5 |
|---|---|
| Maximum | 81700000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 18379 |
| median | 54086 |
| Q3 | 123490 |
| 95-th percentile | 341983 |
| Maximum | 81700000 |
| Range | 81699995 |
| Interquartile range (IQR) | 105111 |
Descriptive statistics
| Standard deviation | 622915.7572 |
|---|---|
| Coefficient of variation (CV) | 5.795961058 |
| Kurtosis | 14993.52574 |
| Mean | 107474.1102 |
| Median Absolute Deviation (MAD) | 43402 |
| Skewness | 115.2986889 |
| Sum | 2112188687 |
| Variance | 3.880240406 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2000 | 1457 | 2.9% |
| 3000 | 301 | 0.6% |
| 4000 | 283 | 0.6% |
| 10000 | 198 | 0.4% |
| 1500 | 111 | 0.2% |
| 60000 | 107 | 0.2% |
| 40000 | 90 | 0.2% |
| 1000 | 85 | 0.2% |
| 25000 | 85 | 0.2% |
| 20000 | 80 | 0.2% |
| Other values (8932) | 16856 | |
| (Missing) | 30347 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 16 | 2 | < 0.1% |
| 52 | 2 | < 0.1% |
| 108 | 1 | < 0.1% |
| 500 | 12 |
| Value | Count | Frequency (%) |
| 81700000 | 1 | < 0.1% |
| 13100000 | 1 | < 0.1% |
| 6000000 | 1 | < 0.1% |
| 5869871 | 1 | < 0.1% |
| 5843000 | 4 |
Bureau_EL_amt_ever
Real number (ℝ)
| Distinct | 814 |
|---|---|
| Distinct (%) | 31.5% |
| Missing | 47414 |
| Missing (%) | 94.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 860098.7243 |
| Minimum | 5700 |
|---|---|
| Maximum | 10000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 5700 |
|---|---|
| 5-th percentile | 97555 |
| Q1 | 224000 |
| median | 400000 |
| Q3 | 1000000 |
| 95-th percentile | 3135250 |
| Maximum | 10000000 |
| Range | 9994300 |
| Interquartile range (IQR) | 776000 |
Descriptive statistics
| Standard deviation | 1142283.72 |
|---|---|
| Coefficient of variation (CV) | 1.328084425 |
| Kurtosis | 12.07254879 |
| Mean | 860098.7243 |
| Median Absolute Deviation (MAD) | 233000 |
| Skewness | 3.015763383 |
| Sum | 2224215301 |
| Variance | 1.304812097 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 400000 | 252 | 0.5% |
| 200000 | 84 | 0.2% |
| 750000 | 82 | 0.2% |
| 2000000 | 73 | 0.1% |
| 1500000 | 67 | 0.1% |
| 300000 | 63 | 0.1% |
| 1000000 | 40 | 0.1% |
| 500000 | 39 | 0.1% |
| 250000 | 37 | 0.1% |
| 2500000 | 31 | 0.1% |
| Other values (804) | 1818 | 3.6% |
| (Missing) | 47414 |
| Value | Count | Frequency (%) |
| 5700 | 2 | |
| 20060 | 1 | |
| 22500 | 1 | |
| 22750 | 2 | |
| 23400 | 1 |
| Value | Count | Frequency (%) |
| 10000000 | 1 | |
| 9800000 | 1 | |
| 9200000 | 2 | |
| 8000000 | 1 | |
| 7663582 | 1 |
Bureau_GL_amt_ever
Real number (ℝ)
| Distinct | 2228 |
|---|---|
| Distinct (%) | 50.4% |
| Missing | 45582 |
| Missing (%) | 91.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 741242.0389 |
| Minimum | 2 |
|---|---|
| Maximum | 45200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 25000 |
| Q1 | 99912.5 |
| median | 276000 |
| Q3 | 738784 |
| 95-th percentile | 3048776.6 |
| Maximum | 45200000 |
| Range | 45199998 |
| Interquartile range (IQR) | 638871.5 |
Descriptive statistics
| Standard deviation | 1570530.491 |
|---|---|
| Coefficient of variation (CV) | 2.118782271 |
| Kurtosis | 171.3211303 |
| Mean | 741242.0389 |
| Median Absolute Deviation (MAD) | 220000 |
| Skewness | 9.067322323 |
| Sum | 3274807328 |
| Variance | 2.466566022 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 300000 | 55 | 0.1% |
| 100000 | 53 | 0.1% |
| 200000 | 50 | 0.1% |
| 50000 | 32 | 0.1% |
| 120000 | 23 | < 0.1% |
| 40000 | 23 | < 0.1% |
| 30000 | 19 | < 0.1% |
| 600000 | 18 | < 0.1% |
| 71000 | 17 | < 0.1% |
| 250000 | 17 | < 0.1% |
| Other values (2218) | 4111 | 8.2% |
| (Missing) | 45582 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 305 | 1 | |
| 1000 | 1 | |
| 2400 | 1 | |
| 2513 | 1 |
| Value | Count | Frequency (%) |
| 45200000 | 1 | < 0.1% |
| 18700000 | 1 | < 0.1% |
| 16900000 | 1 | < 0.1% |
| 15100000 | 5 | |
| 14500000 | 1 | < 0.1% |
Bureau_HL_amt_ever
Real number (ℝ)
| Distinct | 4731 |
|---|---|
| Distinct (%) | 35.7% |
| Missing | 36745 |
| Missing (%) | 73.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7544590.037 |
| Minimum | 8043 |
|---|---|
| Maximum | 655000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 8043 |
|---|---|
| 5-th percentile | 649800.2 |
| Q1 | 2000000 |
| median | 3751764 |
| Q3 | 7500661 |
| 95-th percentile | 24130000 |
| Maximum | 655000000 |
| Range | 654991957 |
| Interquartile range (IQR) | 5500661 |
Descriptive statistics
| Standard deviation | 17041766.2 |
|---|---|
| Coefficient of variation (CV) | 2.258806127 |
| Kurtosis | 393.0086942 |
| Mean | 7544590.037 |
| Median Absolute Deviation (MAD) | 2251764 |
| Skewness | 14.74716897 |
| Sum | 1.000035409 × 1011 |
| Variance | 2.904217953 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3000000 | 277 | 0.6% |
| 1500000 | 217 | 0.4% |
| 2000000 | 212 | 0.4% |
| 2500000 | 169 | 0.3% |
| 1000000 | 128 | 0.3% |
| 5000000 | 104 | 0.2% |
| 4000000 | 104 | 0.2% |
| 3500000 | 95 | 0.2% |
| 1800000 | 84 | 0.2% |
| 1200000 | 82 | 0.2% |
| Other values (4721) | 11783 | 23.6% |
| (Missing) | 36745 |
| Value | Count | Frequency (%) |
| 8043 | 1 | < 0.1% |
| 14050 | 3 | |
| 18766 | 2 | |
| 25000 | 2 | |
| 39000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 655000000 | 2 | |
| 375000000 | 1 | < 0.1% |
| 284000000 | 4 | |
| 257000000 | 4 | |
| 250000000 | 1 | < 0.1% |
Bureau_PL_amt_ever
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 6299 |
|---|---|
| Distinct (%) | 36.6% |
| Missing | 32769 |
| Missing (%) | 65.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 976697.868 |
| Minimum | 1 |
|---|---|
| Maximum | 213000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5500 |
| Q1 | 109000 |
| median | 364500 |
| Q3 | 1000000 |
| 95-th percentile | 3610432 |
| Maximum | 213000000 |
| Range | 212999999 |
| Interquartile range (IQR) | 891000 |
Descriptive statistics
| Standard deviation | 3787191.756 |
|---|---|
| Coefficient of variation (CV) | 3.877546864 |
| Kurtosis | 2289.082868 |
| Mean | 976697.868 |
| Median Absolute Deviation (MAD) | 310990 |
| Skewness | 42.03517517 |
| Sum | 1.682948096 × 1010 |
| Variance | 1.434282139 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100000 | 407 | 0.8% |
| 200000 | 337 | 0.7% |
| 500000 | 319 | 0.6% |
| 5000 | 296 | 0.6% |
| 300000 | 272 | 0.5% |
| 150000 | 268 | 0.5% |
| 30000 | 213 | 0.4% |
| 50000 | 195 | 0.4% |
| 400000 | 176 | 0.4% |
| 500 | 164 | 0.3% |
| Other values (6289) | 14584 | |
| (Missing) | 32769 |
| Value | Count | Frequency (%) |
| 1 | 13 | < 0.1% |
| 140 | 1 | < 0.1% |
| 250 | 2 | < 0.1% |
| 412 | 1 | < 0.1% |
| 500 | 164 |
| Value | Count | Frequency (%) |
| 213000000 | 4 | |
| 44000000 | 4 | |
| 38900000 | 5 | |
| 38800000 | 1 | < 0.1% |
| 38300000 | 1 | < 0.1% |
Bureau_LAP_amt_ever
Real number (ℝ)
| Distinct | 1446 |
|---|---|
| Distinct (%) | 43.5% |
| Missing | 46674 |
| Missing (%) | 93.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16584195.02 |
| Minimum | 1 |
|---|---|
| Maximum | 1060000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 62606.75 |
| Q1 | 509195.5 |
| median | 1800000 |
| Q3 | 6437564.75 |
| 95-th percentile | 59200000 |
| Maximum | 1060000000 |
| Range | 1059999999 |
| Interquartile range (IQR) | 5928369.25 |
Descriptive statistics
| Standard deviation | 71670524.51 |
|---|---|
| Coefficient of variation (CV) | 4.321616119 |
| Kurtosis | 99.8196242 |
| Mean | 16584195.02 |
| Median Absolute Deviation (MAD) | 1621065 |
| Skewness | 9.190381188 |
| Sum | 5.515903264 × 1010 |
| Variance | 5.136664084 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1000000 | 75 | 0.1% |
| 1500000 | 63 | 0.1% |
| 2000000 | 52 | 0.1% |
| 2500000 | 40 | 0.1% |
| 500000 | 38 | 0.1% |
| 300000 | 36 | 0.1% |
| 3000000 | 33 | 0.1% |
| 700000 | 31 | 0.1% |
| 1200000 | 30 | 0.1% |
| 800000 | 28 | 0.1% |
| Other values (1436) | 2900 | 5.8% |
| (Missing) | 46674 |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 5220 | 5 | |
| 9590 | 1 | < 0.1% |
| 12986 | 1 | < 0.1% |
| 13102 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1060000000 | 1 | < 0.1% |
| 988000000 | 5 | |
| 770000000 | 6 | |
| 717000000 | 1 | < 0.1% |
| 691000000 | 1 | < 0.1% |
Bureau_TW_amt_ever
Real number (ℝ)
| Distinct | 2626 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 42804 |
| Missing (%) | 85.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84666.09255 |
| Minimum | 9990 |
|---|---|
| Maximum | 1810000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 9990 |
|---|---|
| 5-th percentile | 27297.75 |
| Q1 | 41500 |
| median | 58500 |
| Q3 | 90735.75 |
| 95-th percentile | 192581 |
| Maximum | 1810000 |
| Range | 1800010 |
| Interquartile range (IQR) | 49235.75 |
Descriptive statistics
| Standard deviation | 117907.3824 |
|---|---|
| Coefficient of variation (CV) | 1.392616322 |
| Kurtosis | 92.20556887 |
| Mean | 84666.09255 |
| Median Absolute Deviation (MAD) | 20500 |
| Skewness | 8.436770403 |
| Sum | 609257202 |
| Variance | 1.390215083 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30000 | 151 | 0.3% |
| 40000 | 144 | 0.3% |
| 50000 | 101 | 0.2% |
| 35000 | 88 | 0.2% |
| 45000 | 77 | 0.2% |
| 60000 | 76 | 0.2% |
| 48000 | 74 | 0.1% |
| 20000 | 74 | 0.1% |
| 38000 | 70 | 0.1% |
| 44000 | 67 | 0.1% |
| Other values (2616) | 6274 | 12.5% |
| (Missing) | 42804 |
| Value | Count | Frequency (%) |
| 9990 | 1 | < 0.1% |
| 10600 | 1 | < 0.1% |
| 11000 | 1 | < 0.1% |
| 12000 | 6 | |
| 13000 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1810000 | 3 | |
| 1750000 | 3 | |
| 1600000 | 1 | < 0.1% |
| 1550000 | 4 | |
| 1547675 | 3 |
Bureau_UC_amt_ever
Real number (ℝ)
| Distinct | 738 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 48507 |
| Missing (%) | 97.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 768823.779 |
| Minimum | 50000 |
|---|---|
| Maximum | 10200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 50000 |
|---|---|
| 5-th percentile | 110304.8 |
| Q1 | 250000 |
| median | 429379 |
| Q3 | 807500 |
| 95-th percentile | 2500000 |
| Maximum | 10200000 |
| Range | 10150000 |
| Interquartile range (IQR) | 557500 |
Descriptive statistics
| Standard deviation | 1017226.303 |
|---|---|
| Coefficient of variation (CV) | 1.323094226 |
| Kurtosis | 20.72586002 |
| Mean | 768823.779 |
| Median Absolute Deviation (MAD) | 229379 |
| Skewness | 3.867477032 |
| Sum | 1147853902 |
| Variance | 1.034749351 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 300000 | 36 | 0.1% |
| 200000 | 29 | 0.1% |
| 150000 | 26 | 0.1% |
| 250000 | 25 | 0.1% |
| 1000000 | 16 | < 0.1% |
| 350000 | 14 | < 0.1% |
| 500000 | 13 | < 0.1% |
| 800000 | 13 | < 0.1% |
| 100000 | 13 | < 0.1% |
| 700000 | 12 | < 0.1% |
| Other values (728) | 1296 | 2.6% |
| (Missing) | 48507 |
| Value | Count | Frequency (%) |
| 50000 | 5 | |
| 55000 | 2 | < 0.1% |
| 61000 | 1 | < 0.1% |
| 63749 | 1 | < 0.1% |
| 64482 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10200000 | 1 | < 0.1% |
| 9000000 | 3 | |
| 8546077 | 1 | < 0.1% |
| 7123000 | 1 | < 0.1% |
| 5485000 | 3 |
Bureau_unsec_amt_ever
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 8375 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 27999 |
| Missing (%) | 56.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3048962.736 |
| Minimum | 1 |
|---|---|
| Maximum | 1700000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7000 |
| Q1 | 150000 |
| median | 490000 |
| Q3 | 1380548 |
| 95-th percentile | 6729000 |
| Maximum | 1700000000 |
| Range | 1699999999 |
| Interquartile range (IQR) | 1230548 |
Descriptive statistics
| Standard deviation | 30395742.02 |
|---|---|
| Coefficient of variation (CV) | 9.969207448 |
| Kurtosis | 1239.948495 |
| Mean | 3048962.736 |
| Median Absolute Deviation (MAD) | 420000 |
| Skewness | 31.55790447 |
| Sum | 6.708022915 × 1010 |
| Variance | 9.239011327 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100000 | 415 | 0.8% |
| 150000 | 390 | 0.8% |
| 50000 | 359 | 0.7% |
| 200000 | 320 | 0.6% |
| 500000 | 316 | 0.6% |
| 300000 | 300 | 0.6% |
| 400000 | 284 | 0.6% |
| 5000 | 217 | 0.4% |
| 30000 | 182 | 0.4% |
| 1000000 | 173 | 0.3% |
| Other values (8365) | 19045 | |
| (Missing) | 27999 |
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 3 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1700000000 | 1 | < 0.1% |
| 1500000000 | 1 | < 0.1% |
| 1140000000 | 3 | |
| 872000000 | 5 | |
| 730000000 | 2 | < 0.1% |
Bureau_sec_amt_ever
Real number (ℝ)
| Distinct | 5521 |
|---|---|
| Distinct (%) | 36.3% |
| Missing | 34778 |
| Missing (%) | 69.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11890232.3 |
| Minimum | 1 |
|---|---|
| Maximum | 1870000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 300000 |
| Q1 | 1799679.75 |
| median | 3658351 |
| Q3 | 7980000 |
| 95-th percentile | 33000000 |
| Maximum | 1870000000 |
| Range | 1869999999 |
| Interquartile range (IQR) | 6180320.25 |
Descriptive statistics
| Standard deviation | 58972459.26 |
|---|---|
| Coefficient of variation (CV) | 4.959739873 |
| Kurtosis | 429.2885388 |
| Mean | 11890232.3 |
| Median Absolute Deviation (MAD) | 2408351 |
| Skewness | 18.4442372 |
| Sum | 1.809931161 × 1011 |
| Variance | 3.477750951 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3000000 | 262 | 0.5% |
| 2000000 | 216 | 0.4% |
| 1500000 | 207 | 0.4% |
| 2500000 | 170 | 0.3% |
| 1000000 | 145 | 0.3% |
| 4000000 | 103 | 0.2% |
| 5000000 | 95 | 0.2% |
| 1200000 | 93 | 0.2% |
| 1800000 | 92 | 0.2% |
| 3500000 | 91 | 0.2% |
| Other values (5511) | 13748 | 27.5% |
| (Missing) | 34778 |
| Value | Count | Frequency (%) |
| 1 | 7 | |
| 200 | 3 | |
| 4500 | 1 | < 0.1% |
| 4859 | 1 | < 0.1% |
| 7700 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1870000000 | 4 | |
| 1260000000 | 4 | |
| 1170000000 | 5 | |
| 1140000000 | 1 | < 0.1% |
| 1060000000 | 1 | < 0.1% |
Bureau_all_amt_ever
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 23965 |
|---|---|
| Distinct (%) | 62.1% |
| Missing | 11400 |
| Missing (%) | 22.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7890301.189 |
| Minimum | 2 |
|---|---|
| Maximum | 2820000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 37393.2 |
| Q1 | 360691 |
| median | 1531777 |
| Q3 | 5079595 |
| 95-th percentile | 21600000 |
| Maximum | 2820000000 |
| Range | 2819999998 |
| Interquartile range (IQR) | 4718904 |
Descriptive statistics
| Standard deviation | 54617970.53 |
|---|---|
| Coefficient of variation (CV) | 6.922165481 |
| Kurtosis | 807.2848231 |
| Mean | 7890301.189 |
| Median Absolute Deviation (MAD) | 1403836.5 |
| Skewness | 25.67655087 |
| Sum | 3.045656259 × 1011 |
| Variance | 2.983122705 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11700000 | 78 | 0.2% |
| 2000 | 73 | 0.1% |
| 10700000 | 66 | 0.1% |
| 10100000 | 65 | 0.1% |
| 11500000 | 64 | 0.1% |
| 11000000 | 56 | 0.1% |
| 11300000 | 55 | 0.1% |
| 10200000 | 54 | 0.1% |
| 11200000 | 53 | 0.1% |
| 10500000 | 52 | 0.1% |
| Other values (23955) | 37984 | |
| (Missing) | 11400 | 22.8% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 5 | 3 | |
| 6 | 1 | < 0.1% |
| 7 | 2 |
| Value | Count | Frequency (%) |
| 2820000000 | 1 | < 0.1% |
| 1880000000 | 4 | |
| 1790000000 | 5 | |
| 1710000000 | 1 | < 0.1% |
| 1600000000 | 5 |
Bureau_AL_amt_live
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 1872 |
|---|---|
| Distinct (%) | 34.9% |
| Missing | 44638 |
| Missing (%) | 89.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1190446.098 |
| Minimum | 1159 |
|---|---|
| Maximum | 112000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1159 |
|---|---|
| 5-th percentile | 280000 |
| Q1 | 500000 |
| median | 731940.5 |
| Q3 | 1200000 |
| 95-th percentile | 3343850 |
| Maximum | 112000000 |
| Range | 111998841 |
| Interquartile range (IQR) | 700000 |
Descriptive statistics
| Standard deviation | 2158350.132 |
|---|---|
| Coefficient of variation (CV) | 1.813059941 |
| Kurtosis | 1307.382541 |
| Mean | 1190446.098 |
| Median Absolute Deviation (MAD) | 268454 |
| Skewness | 27.28540456 |
| Sum | 6383171975 |
| Variance | 4.658475291 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 500000 | 200 | 0.4% |
| 600000 | 158 | 0.3% |
| 800000 | 130 | 0.3% |
| 700000 | 127 | 0.3% |
| 400000 | 112 | 0.2% |
| 1000000 | 108 | 0.2% |
| 900000 | 61 | 0.1% |
| 750000 | 57 | 0.1% |
| 450000 | 56 | 0.1% |
| 350000 | 55 | 0.1% |
| Other values (1862) | 4298 | 8.6% |
| (Missing) | 44638 |
| Value | Count | Frequency (%) |
| 1159 | 2 | < 0.1% |
| 1399 | 4 | |
| 1699 | 5 | |
| 1759 | 2 | < 0.1% |
| 1924 | 5 |
| Value | Count | Frequency (%) |
| 112000000 | 1 | < 0.1% |
| 22400000 | 1 | < 0.1% |
| 20600000 | 3 | |
| 20500000 | 2 | |
| 16400000 | 3 |
Bureau_BL_amt_live
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 749 |
|---|---|
| Distinct (%) | 31.5% |
| Missing | 47622 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5414476.273 |
| Minimum | 1 |
|---|---|
| Maximum | 1500000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10000 |
| Q1 | 75000 |
| median | 500000 |
| Q3 | 2500000 |
| 95-th percentile | 14415000 |
| Maximum | 1500000000 |
| Range | 1499999999 |
| Interquartile range (IQR) | 2425000 |
Descriptive statistics
| Standard deviation | 40767083.2 |
|---|---|
| Coefficient of variation (CV) | 7.529275437 |
| Kurtosis | 797.1597993 |
| Mean | 5414476.273 |
| Median Absolute Deviation (MAD) | 480000 |
| Skewness | 24.58258982 |
| Sum | 1.287562458 × 1010 |
| Variance | 1.661955073 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50000 | 199 | 0.4% |
| 10000 | 92 | 0.2% |
| 200000 | 68 | 0.1% |
| 100000 | 61 | 0.1% |
| 500000 | 60 | 0.1% |
| 1000000 | 57 | 0.1% |
| 40000 | 45 | 0.1% |
| 300000 | 44 | 0.1% |
| 2000000 | 37 | 0.1% |
| 250000 | 32 | 0.1% |
| Other values (739) | 1683 | 3.4% |
| (Missing) | 47622 |
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 12 | 2 | < 0.1% |
| 2000 | 5 | < 0.1% |
| 3000 | 9 | |
| 3300 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1500000000 | 1 | < 0.1% |
| 436000000 | 5 | |
| 400000000 | 3 | |
| 250000000 | 1 | < 0.1% |
| 185000000 | 1 | < 0.1% |
Bureau_CCOD_amt_live
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 21696 |
|---|---|
| Distinct (%) | 67.3% |
| Missing | 17781 |
| Missing (%) | 35.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 728838.5313 |
| Minimum | 1 |
|---|---|
| Maximum | 1330000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 22193.7 |
| Q1 | 100899.5 |
| median | 265356 |
| Q3 | 604919.5 |
| 95-th percentile | 1852002.9 |
| Maximum | 1330000000 |
| Range | 1329999999 |
| Interquartile range (IQR) | 504020 |
Descriptive statistics
| Standard deviation | 9572097.461 |
|---|---|
| Coefficient of variation (CV) | 13.13335815 |
| Kurtosis | 12485.85803 |
| Mean | 728838.5313 |
| Median Absolute Deviation (MAD) | 197887 |
| Skewness | 101.0823389 |
| Sum | 2.348244864 × 1010 |
| Variance | 9.162504981 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86000 | 99 | 0.2% |
| 100000 | 42 | 0.1% |
| 25000 | 41 | 0.1% |
| 66000 | 33 | 0.1% |
| 300000 | 33 | 0.1% |
| 500000 | 27 | 0.1% |
| 120000 | 27 | 0.1% |
| 250000 | 25 | 0.1% |
| 888854 | 25 | 0.1% |
| 65000 | 22 | < 0.1% |
| Other values (21686) | 31845 | |
| (Missing) | 17781 |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 2 | 1 | |
| 5 | 2 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 1330000000 | 1 | < 0.1% |
| 601000000 | 1 | < 0.1% |
| 451000000 | 3 | |
| 175000000 | 1 | < 0.1% |
| 121000000 | 3 |
Bureau_CV_amt_live
Real number (ℝ)
| Distinct | 208 |
|---|---|
| Distinct (%) | 56.1% |
| Missing | 49629 |
| Missing (%) | 99.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10314265.55 |
| Minimum | 30000 |
|---|---|
| Maximum | 203000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 30000 |
|---|---|
| 5-th percentile | 186554.5 |
| Q1 | 500000 |
| median | 1011627 |
| Q3 | 4498000 |
| 95-th percentile | 58000000 |
| Maximum | 203000000 |
| Range | 202970000 |
| Interquartile range (IQR) | 3998000 |
Descriptive statistics
| Standard deviation | 27397556.9 |
|---|---|
| Coefficient of variation (CV) | 2.656278023 |
| Kurtosis | 22.61079936 |
| Mean | 10314265.55 |
| Median Absolute Deviation (MAD) | 666627 |
| Skewness | 4.410447583 |
| Sum | 3826592519 |
| Variance | 7.506261242 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1011627 | 12 | < 0.1% |
| 500000 | 8 | < 0.1% |
| 511578 | 7 | < 0.1% |
| 300000 | 6 | < 0.1% |
| 104000000 | 6 | < 0.1% |
| 1664394 | 6 | < 0.1% |
| 17700000 | 6 | < 0.1% |
| 630000 | 5 | < 0.1% |
| 98500000 | 5 | < 0.1% |
| 58000000 | 5 | < 0.1% |
| Other values (198) | 305 | 0.6% |
| (Missing) | 49629 |
| Value | Count | Frequency (%) |
| 30000 | 3 | |
| 90000 | 2 | |
| 100000 | 1 | < 0.1% |
| 125000 | 2 | |
| 150000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 203000000 | 3 | |
| 125000000 | 1 | < 0.1% |
| 119000000 | 1 | < 0.1% |
| 104000000 | 6 | |
| 98500000 | 5 |
Bureau_CD_amt_live
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 2783 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 39553 |
| Missing (%) | 79.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38549.79295 |
| Minimum | 750 |
|---|---|
| Maximum | 5843000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 750 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 3000 |
| median | 16790 |
| Q3 | 43989 |
| 95-th percentile | 131312 |
| Maximum | 5843000 |
| Range | 5842250 |
| Interquartile range (IQR) | 40989 |
Descriptive statistics
| Standard deviation | 134409.3429 |
|---|---|
| Coefficient of variation (CV) | 3.486642407 |
| Kurtosis | 1354.196922 |
| Mean | 38549.79295 |
| Median Absolute Deviation (MAD) | 14790 |
| Skewness | 32.80678197 |
| Sum | 402729687 |
| Variance | 1.806587146 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2000 | 2322 | 4.6% |
| 3000 | 413 | 0.8% |
| 10000 | 401 | 0.8% |
| 4000 | 383 | 0.8% |
| 1500 | 137 | 0.3% |
| 60000 | 119 | 0.2% |
| 20000 | 96 | 0.2% |
| 25000 | 93 | 0.2% |
| 1000 | 90 | 0.2% |
| 40000 | 89 | 0.2% |
| Other values (2773) | 6304 | 12.6% |
| (Missing) | 39553 |
| Value | Count | Frequency (%) |
| 750 | 9 | < 0.1% |
| 917 | 1 | < 0.1% |
| 945 | 1 | < 0.1% |
| 1000 | 90 | |
| 1045 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5843000 | 4 | |
| 2000000 | 5 | |
| 1500000 | 1 | < 0.1% |
| 1000000 | 3 | |
| 950000 | 1 | < 0.1% |
Bureau_EL_amt_live
Real number (ℝ)
| Distinct | 316 |
|---|---|
| Distinct (%) | 40.3% |
| Missing | 49215 |
| Missing (%) | 98.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1200759.361 |
| Minimum | 5000 |
|---|---|
| Maximum | 10000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 5000 |
|---|---|
| 5-th percentile | 128500 |
| Q1 | 308000 |
| median | 580000 |
| Q3 | 1630000 |
| 95-th percentile | 4000000 |
| Maximum | 10000000 |
| Range | 9995000 |
| Interquartile range (IQR) | 1322000 |
Descriptive statistics
| Standard deviation | 1373062.278 |
|---|---|
| Coefficient of variation (CV) | 1.143494961 |
| Kurtosis | 5.858470713 |
| Mean | 1200759.361 |
| Median Absolute Deviation (MAD) | 381706 |
| Skewness | 2.101772023 |
| Sum | 942596098 |
| Variance | 1.88530002 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 400000 | 74 | 0.1% |
| 750000 | 33 | 0.1% |
| 2000000 | 29 | 0.1% |
| 4000000 | 25 | 0.1% |
| 500000 | 20 | < 0.1% |
| 1500000 | 17 | < 0.1% |
| 3000000 | 16 | < 0.1% |
| 600000 | 13 | < 0.1% |
| 200000 | 12 | < 0.1% |
| 1000000 | 11 | < 0.1% |
| Other values (306) | 535 | 1.1% |
| (Missing) | 49215 |
| Value | Count | Frequency (%) |
| 5000 | 1 | |
| 20060 | 1 | |
| 25000 | 1 | |
| 35000 | 1 | |
| 39300 | 1 |
| Value | Count | Frequency (%) |
| 10000000 | 1 | |
| 9200000 | 2 | |
| 6800000 | 1 | |
| 6078446 | 2 | |
| 6000000 | 1 |
Bureau_GL_amt_live
Real number (ℝ)
| Distinct | 762 |
|---|---|
| Distinct (%) | 49.0% |
| Missing | 48446 |
| Missing (%) | 96.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 375067.6641 |
| Minimum | 305 |
|---|---|
| Maximum | 5625000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 305 |
|---|---|
| 5-th percentile | 25000 |
| Q1 | 80000 |
| median | 200000 |
| Q3 | 434200 |
| 95-th percentile | 1273875.5 |
| Maximum | 5625000 |
| Range | 5624695 |
| Interquartile range (IQR) | 354200 |
Descriptive statistics
| Standard deviation | 563987.9222 |
|---|---|
| Coefficient of variation (CV) | 1.503696469 |
| Kurtosis | 34.69941608 |
| Mean | 375067.6641 |
| Median Absolute Deviation (MAD) | 148050 |
| Skewness | 4.867679428 |
| Sum | 582855150 |
| Variance | 3.180823763 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100000 | 43 | 0.1% |
| 200000 | 28 | 0.1% |
| 300000 | 26 | 0.1% |
| 500000 | 13 | < 0.1% |
| 270000 | 12 | < 0.1% |
| 30000 | 12 | < 0.1% |
| 250000 | 12 | < 0.1% |
| 78000 | 12 | < 0.1% |
| 35000 | 11 | < 0.1% |
| 50000 | 11 | < 0.1% |
| Other values (752) | 1374 | 2.7% |
| (Missing) | 48446 |
| Value | Count | Frequency (%) |
| 305 | 1 | |
| 4900 | 1 | |
| 7000 | 1 | |
| 7300 | 1 | |
| 7440 | 1 |
| Value | Count | Frequency (%) |
| 5625000 | 5 | |
| 5407000 | 1 | < 0.1% |
| 4800000 | 1 | < 0.1% |
| 4309000 | 1 | < 0.1% |
| 3899000 | 1 | < 0.1% |
Bureau_HL_amt_live
Real number (ℝ)
| Distinct | 3186 |
|---|---|
| Distinct (%) | 36.2% |
| Missing | 41205 |
| Missing (%) | 82.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5578534.705 |
| Minimum | 18766 |
|---|---|
| Maximum | 202000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 18766 |
|---|---|
| 5-th percentile | 900000 |
| Q1 | 2000000 |
| median | 3310077 |
| Q3 | 6000000 |
| 95-th percentile | 15500000 |
| Maximum | 202000000 |
| Range | 201981234 |
| Interquartile range (IQR) | 4000000 |
Descriptive statistics
| Standard deviation | 9095932.15 |
|---|---|
| Coefficient of variation (CV) | 1.630523539 |
| Kurtosis | 133.7804704 |
| Mean | 5578534.705 |
| Median Absolute Deviation (MAD) | 1658377 |
| Skewness | 9.062783002 |
| Sum | 4.906321273 × 1010 |
| Variance | 8.273598168 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3000000 | 249 | 0.5% |
| 2500000 | 142 | 0.3% |
| 1500000 | 140 | 0.3% |
| 2000000 | 126 | 0.3% |
| 4000000 | 99 | 0.2% |
| 5000000 | 94 | 0.2% |
| 6000000 | 88 | 0.2% |
| 3500000 | 86 | 0.2% |
| 1000000 | 84 | 0.2% |
| 7500000 | 72 | 0.1% |
| Other values (3176) | 7615 | 15.2% |
| (Missing) | 41205 |
| Value | Count | Frequency (%) |
| 18766 | 2 | |
| 48000 | 1 | < 0.1% |
| 54000 | 2 | |
| 65000 | 1 | < 0.1% |
| 90000 | 3 |
| Value | Count | Frequency (%) |
| 202000000 | 4 | |
| 120000000 | 1 | < 0.1% |
| 116000000 | 2 | |
| 104000000 | 4 | |
| 91000000 | 3 |
Bureau_PL_amt_live
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 3957 |
|---|---|
| Distinct (%) | 33.5% |
| Missing | 38188 |
| Missing (%) | 76.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 595760.0461 |
| Minimum | 1 |
|---|---|
| Maximum | 50000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4000 |
| Q1 | 75000 |
| median | 300000 |
| Q3 | 722000 |
| 95-th percentile | 2000000 |
| Maximum | 50000000 |
| Range | 49999999 |
| Interquartile range (IQR) | 647000 |
Descriptive statistics
| Standard deviation | 1507184.04 |
|---|---|
| Coefficient of variation (CV) | 2.529850819 |
| Kurtosis | 659.530184 |
| Mean | 595760.0461 |
| Median Absolute Deviation (MAD) | 260927.5 |
| Skewness | 22.16304126 |
| Sum | 7037117664 |
| Variance | 2.271603731 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 351 | 0.7% |
| 500000 | 283 | 0.6% |
| 200000 | 236 | 0.5% |
| 30000 | 234 | 0.5% |
| 500 | 218 | 0.4% |
| 1000000 | 193 | 0.4% |
| 100000 | 180 | 0.4% |
| 7000 | 178 | 0.4% |
| 300000 | 172 | 0.3% |
| 400000 | 142 | 0.3% |
| Other values (3947) | 9625 | 19.2% |
| (Missing) | 38188 |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 2 | 1 | < 0.1% |
| 140 | 1 | < 0.1% |
| 250 | 3 | < 0.1% |
| 346 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 50000000 | 4 | |
| 44000000 | 4 | |
| 38300000 | 1 | < 0.1% |
| 19000000 | 1 | < 0.1% |
| 14100000 | 1 | < 0.1% |
Bureau_LAP_amt_live
Real number (ℝ)
| Distinct | 1077 |
|---|---|
| Distinct (%) | 46.7% |
| Missing | 47695 |
| Missing (%) | 95.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11557042.63 |
| Minimum | 1 |
|---|---|
| Maximum | 732000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 58730 |
| Q1 | 458000 |
| median | 1775281 |
| Q3 | 5815000 |
| 95-th percentile | 49000000 |
| Maximum | 732000000 |
| Range | 731999999 |
| Interquartile range (IQR) | 5357000 |
Descriptive statistics
| Standard deviation | 43470121.76 |
|---|---|
| Coefficient of variation (CV) | 3.761353414 |
| Kurtosis | 112.6522967 |
| Mean | 11557042.63 |
| Median Absolute Deviation (MAD) | 1600878 |
| Skewness | 9.595403949 |
| Sum | 2.663898327 × 1010 |
| Variance | 1.889651486 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1000000 | 50 | 0.1% |
| 2000000 | 41 | 0.1% |
| 2500000 | 31 | 0.1% |
| 1500000 | 30 | 0.1% |
| 3000000 | 29 | 0.1% |
| 500000 | 28 | 0.1% |
| 1200000 | 22 | < 0.1% |
| 300000 | 21 | < 0.1% |
| 7000000 | 20 | < 0.1% |
| 600000 | 19 | < 0.1% |
| Other values (1067) | 2014 | 4.0% |
| (Missing) | 47695 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 5220 | 5 | |
| 12986 | 1 | < 0.1% |
| 13102 | 1 | < 0.1% |
| 14000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 732000000 | 1 | < 0.1% |
| 521000000 | 5 | |
| 513000000 | 5 | |
| 287000000 | 1 | < 0.1% |
| 268000000 | 1 | < 0.1% |
Bureau_TW_amt_live
Real number (ℝ)
| Distinct | 1044 |
|---|---|
| Distinct (%) | 50.6% |
| Missing | 47935 |
| Missing (%) | 95.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94387.1201 |
| Minimum | 9990 |
|---|---|
| Maximum | 1550000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 9990 |
|---|---|
| 5-th percentile | 30000 |
| Q1 | 54000 |
| median | 69091 |
| Q3 | 99000 |
| 95-th percentile | 194988.8 |
| Maximum | 1550000 |
| Range | 1540010 |
| Interquartile range (IQR) | 45000 |
Descriptive statistics
| Standard deviation | 118748.2311 |
|---|---|
| Coefficient of variation (CV) | 1.258097831 |
| Kurtosis | 75.13156044 |
| Mean | 94387.1201 |
| Median Absolute Deviation (MAD) | 18592 |
| Skewness | 7.743704397 |
| Sum | 194909403 |
| Variance | 1.410114238 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50000 | 26 | 0.1% |
| 60000 | 25 | 0.1% |
| 80000 | 22 | < 0.1% |
| 20000 | 20 | < 0.1% |
| 52000 | 16 | < 0.1% |
| 40000 | 16 | < 0.1% |
| 65000 | 16 | < 0.1% |
| 54000 | 16 | < 0.1% |
| 35000 | 15 | < 0.1% |
| 56000 | 15 | < 0.1% |
| Other values (1034) | 1878 | 3.8% |
| (Missing) | 47935 |
| Value | Count | Frequency (%) |
| 9990 | 1 | < 0.1% |
| 12000 | 5 | |
| 13000 | 3 | |
| 14290 | 2 | < 0.1% |
| 15000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1550000 | 4 | |
| 1400000 | 1 | < 0.1% |
| 1269000 | 2 | |
| 1100000 | 3 | |
| 1000000 | 1 | < 0.1% |
Bureau_UC_amt_live
Real number (ℝ)
| Distinct | 429 |
|---|---|
| Distinct (%) | 57.4% |
| Missing | 49252 |
| Missing (%) | 98.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 799478.5655 |
| Minimum | 50000 |
|---|---|
| Maximum | 9000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 50000 |
|---|---|
| 5-th percentile | 129862.5 |
| Q1 | 300000 |
| median | 504934.5 |
| Q3 | 855769 |
| 95-th percentile | 2423500 |
| Maximum | 9000000 |
| Range | 8950000 |
| Interquartile range (IQR) | 555769 |
Descriptive statistics
| Standard deviation | 984465.0667 |
|---|---|
| Coefficient of variation (CV) | 1.231383941 |
| Kurtosis | 24.67405462 |
| Mean | 799478.5655 |
| Median Absolute Deviation (MAD) | 254172.5 |
| Skewness | 4.137147585 |
| Sum | 598009967 |
| Variance | 9.691714676 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 300000 | 18 | < 0.1% |
| 855769 | 12 | < 0.1% |
| 150000 | 11 | < 0.1% |
| 700000 | 9 | < 0.1% |
| 233321 | 9 | < 0.1% |
| 600000 | 8 | < 0.1% |
| 400000 | 8 | < 0.1% |
| 1000000 | 8 | < 0.1% |
| 170000 | 7 | < 0.1% |
| 200000 | 7 | < 0.1% |
| Other values (419) | 651 | 1.3% |
| (Missing) | 49252 |
| Value | Count | Frequency (%) |
| 50000 | 2 | |
| 55000 | 2 | |
| 61000 | 1 | |
| 65000 | 2 | |
| 68826 | 1 |
| Value | Count | Frequency (%) |
| 9000000 | 3 | |
| 7917623 | 1 | < 0.1% |
| 4950000 | 1 | < 0.1% |
| 4796275 | 1 | < 0.1% |
| 4532500 | 5 |
Bureau_unsec_amt_live
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 5077 |
|---|---|
| Distinct (%) | 34.5% |
| Missing | 35278 |
| Missing (%) | 70.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2192049.927 |
| Minimum | 1 |
|---|---|
| Maximum | 1500000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5000 |
| Q1 | 100000 |
| median | 395941 |
| Q3 | 1000000 |
| 95-th percentile | 4200000 |
| Maximum | 1500000000 |
| Range | 1499999999 |
| Interquartile range (IQR) | 900000 |
Descriptive statistics
| Standard deviation | 22048981.81 |
|---|---|
| Coefficient of variation (CV) | 10.05861297 |
| Kurtosis | 1762.510063 |
| Mean | 2192049.927 |
| Median Absolute Deviation (MAD) | 345941 |
| Skewness | 35.10120566 |
| Sum | 3.227135902 × 1010 |
| Variance | 4.861575991 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50000 | 387 | 0.8% |
| 500000 | 303 | 0.6% |
| 5000 | 279 | 0.6% |
| 200000 | 253 | 0.5% |
| 30000 | 226 | 0.5% |
| 100000 | 221 | 0.4% |
| 1000000 | 212 | 0.4% |
| 300000 | 188 | 0.4% |
| 500 | 184 | 0.4% |
| 400000 | 172 | 0.3% |
| Other values (5067) | 12297 | 24.6% |
| (Missing) | 35278 |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1500000000 | 1 | < 0.1% |
| 678000000 | 1 | < 0.1% |
| 534000000 | 5 | |
| 512000000 | 1 | < 0.1% |
| 508000000 | 5 |
Bureau_sec_amt_live
Real number (ℝ)
| Distinct | 3850 |
|---|---|
| Distinct (%) | 37.7% |
| Missing | 39799 |
| Missing (%) | 79.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8483748.661 |
| Minimum | 1 |
|---|---|
| Maximum | 898000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 600000 |
| Q1 | 1960000 |
| median | 3400000 |
| Q3 | 6441810 |
| 95-th percentile | 23200000 |
| Maximum | 898000000 |
| Range | 897999999 |
| Interquartile range (IQR) | 4481810 |
Descriptive statistics
| Standard deviation | 34847229.18 |
|---|---|
| Coefficient of variation (CV) | 4.107527293 |
| Kurtosis | 375.3989899 |
| Mean | 8483748.661 |
| Median Absolute Deviation (MAD) | 1838563 |
| Skewness | 17.57908841 |
| Sum | 8.654272009 × 1010 |
| Variance | 1.214329381 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3000000 | 246 | 0.5% |
| 2000000 | 164 | 0.3% |
| 1500000 | 137 | 0.3% |
| 2500000 | 134 | 0.3% |
| 4000000 | 105 | 0.2% |
| 1000000 | 98 | 0.2% |
| 3500000 | 93 | 0.2% |
| 5000000 | 86 | 0.2% |
| 6000000 | 83 | 0.2% |
| 7500000 | 73 | 0.1% |
| Other values (3840) | 8982 | 18.0% |
| (Missing) | 39799 |
| Value | Count | Frequency (%) |
| 1 | 7 | |
| 100 | 2 | < 0.1% |
| 200 | 1 | < 0.1% |
| 1000 | 1 | < 0.1% |
| 4859 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 898000000 | 5 | |
| 782000000 | 4 | |
| 732000000 | 1 | < 0.1% |
| 553000000 | 5 | |
| 521000000 | 5 |
Bureau_all_amt_live
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 23478 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 13450 |
| Missing (%) | 26.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4121672.237 |
| Minimum | 2 |
|---|---|
| Maximum | 1510000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 27631.4 |
| Q1 | 199671 |
| median | 773284 |
| Q3 | 2858976 |
| 95-th percentile | 11500000 |
| Maximum | 1510000000 |
| Range | 1509999998 |
| Interquartile range (IQR) | 2659305 |
Descriptive statistics
| Standard deviation | 30300544.41 |
|---|---|
| Coefficient of variation (CV) | 7.351517216 |
| Kurtosis | 1363.223309 |
| Mean | 4121672.237 |
| Median Absolute Deviation (MAD) | 694316.5 |
| Skewness | 33.13915118 |
| Sum | 1.506471203 × 1011 |
| Variance | 9.181229914 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2000 | 115 | 0.2% |
| 86000 | 65 | 0.1% |
| 200000 | 53 | 0.1% |
| 50000 | 50 | 0.1% |
| 100000 | 49 | 0.1% |
| 300000 | 48 | 0.1% |
| 250000 | 45 | 0.1% |
| 500000 | 44 | 0.1% |
| 25000 | 41 | 0.1% |
| 13100000 | 34 | 0.1% |
| Other values (23468) | 36006 | |
| (Missing) | 13450 | 26.9% |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 5 | 2 | |
| 6 | 1 | |
| 9 | 1 | |
| 11 | 2 |
| Value | Count | Frequency (%) |
| 1510000000 | 1 | < 0.1% |
| 1490000000 | 5 | |
| 1330000000 | 1 | < 0.1% |
| 1040000000 | 5 | |
| 790000000 | 4 |
avg_sa_balance_1m
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 31266 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 3108 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 508225.2531 |
| Minimum | 0 |
|---|---|
| Maximum | 243000000 |
| Zeros | 2473 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5433.555556 |
| median | 32687.20666 |
| Q3 | 185024.3161 |
| 95-th percentile | 1983424.403 |
| Maximum | 243000000 |
| Range | 243000000 |
| Interquartile range (IQR) | 179590.7605 |
Descriptive statistics
| Standard deviation | 3523718.791 |
|---|---|
| Coefficient of variation (CV) | 6.933379972 |
| Kurtosis | 2233.806725 |
| Mean | 508225.2531 |
| Median Absolute Deviation (MAD) | 32250.97185 |
| Skewness | 38.79019486 |
| Sum | 2.383169857 × 1010 |
| Variance | 1.241659412 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2473 | 4.9% |
| 1 | 145 | 0.3% |
| 2 | 43 | 0.1% |
| 12965.41889 | 34 | 0.1% |
| 164060.7844 | 33 | 0.1% |
| 49815.79444 | 25 | 0.1% |
| 4 | 22 | < 0.1% |
| 130041.4822 | 20 | < 0.1% |
| 137712.3333 | 20 | < 0.1% |
| 10100000 | 19 | < 0.1% |
| Other values (31256) | 44058 | |
| (Missing) | 3108 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 2473 | |
| 0.005555556 | 1 | < 0.1% |
| 0.037037037 | 2 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.07 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 243000000 | 4 | |
| 169000000 | 1 | < 0.1% |
| 133000000 | 2 | |
| 102000000 | 3 | |
| 100000000 | 1 | < 0.1% |
avg_sa_balance_3m
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 31496 |
|---|---|
| Distinct (%) | 67.2% |
| Missing | 3108 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 497111.9596 |
| Minimum | 0 |
|---|---|
| Maximum | 159000000 |
| Zeros | 2366 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7518.413941 |
| median | 38386.13271 |
| Q3 | 204790.5306 |
| 95-th percentile | 2022022.736 |
| Maximum | 159000000 |
| Range | 159000000 |
| Interquartile range (IQR) | 197272.1167 |
Descriptive statistics
| Standard deviation | 2701164.307 |
|---|---|
| Coefficient of variation (CV) | 5.433714186 |
| Kurtosis | 777.1710369 |
| Mean | 497111.9596 |
| Median Absolute Deviation (MAD) | 37521.85506 |
| Skewness | 22.52760448 |
| Sum | 2.331057401 × 1010 |
| Variance | 7.296288612 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2366 | 4.7% |
| 1 | 112 | 0.2% |
| 2 | 37 | 0.1% |
| 37025.42482 | 34 | 0.1% |
| 95455.664 | 33 | 0.1% |
| 42613.96918 | 25 | 0.1% |
| 10100000 | 23 | < 0.1% |
| 164278.8129 | 20 | < 0.1% |
| 266134.3882 | 20 | < 0.1% |
| 26162.91765 | 19 | < 0.1% |
| Other values (31486) | 44203 | |
| (Missing) | 3108 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 2366 | |
| 0.001764706 | 1 | < 0.1% |
| 0.011764706 | 5 | < 0.1% |
| 0.023529412 | 3 | < 0.1% |
| 0.035294118 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 159000000 | 1 | < 0.1% |
| 112000000 | 4 | |
| 94400000 | 1 | < 0.1% |
| 91500000 | 3 | |
| 85500000 | 2 |
avg_sa_balance_6m
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 31877 |
|---|---|
| Distinct (%) | 68.0% |
| Missing | 3108 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 494779.6823 |
| Minimum | 0 |
|---|---|
| Maximum | 136000000 |
| Zeros | 1679 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.3365 |
| Q1 | 9299.675762 |
| median | 44339.34057 |
| Q3 | 228442.892 |
| 95-th percentile | 2043398.206 |
| Maximum | 136000000 |
| Range | 136000000 |
| Interquartile range (IQR) | 219143.2163 |
Descriptive statistics
| Standard deviation | 2404561.589 |
|---|---|
| Coefficient of variation (CV) | 4.859863238 |
| Kurtosis | 583.8109546 |
| Mean | 494779.6823 |
| Median Absolute Deviation (MAD) | 42935.77693 |
| Skewness | 19.3149992 |
| Sum | 2.320120886 × 1010 |
| Variance | 5.781916436 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1679 | 3.4% |
| 1 | 100 | 0.2% |
| 577687.2443 | 34 | 0.1% |
| 0.068965517 | 34 | 0.1% |
| 136778.2796 | 33 | 0.1% |
| 2 | 31 | 0.1% |
| 0.022988506 | 28 | 0.1% |
| 31698.81914 | 25 | 0.1% |
| 136500.1034 | 20 | < 0.1% |
| 0.005747126 | 20 | < 0.1% |
| Other values (31867) | 44888 | |
| (Missing) | 3108 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 1679 | |
| 0.004712644 | 1 | < 0.1% |
| 0.005402299 | 1 | < 0.1% |
| 0.005747126 | 20 | < 0.1% |
| 0.005977011 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 136000000 | 1 | < 0.1% |
| 90000000 | 2 | |
| 88600000 | 1 | < 0.1% |
| 66500000 | 3 | |
| 65600000 | 4 |
avg_sa_balance_12m
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 32420 |
|---|---|
| Distinct (%) | 69.1% |
| Missing | 3108 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 527503.0784 |
| Minimum | 0 |
|---|---|
| Maximum | 113000000 |
| Zeros | 988 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 30.89050829 |
| Q1 | 10838.19955 |
| median | 55298.39371 |
| Q3 | 281237.1243 |
| 95-th percentile | 2188972.543 |
| Maximum | 113000000 |
| Range | 113000000 |
| Interquartile range (IQR) | 270398.9248 |
Descriptive statistics
| Standard deviation | 2605561.285 |
|---|---|
| Coefficient of variation (CV) | 4.939423847 |
| Kurtosis | 771.671715 |
| Mean | 527503.0784 |
| Median Absolute Deviation (MAD) | 53736.95907 |
| Skewness | 23.02572902 |
| Sum | 2.473567435 × 1010 |
| Variance | 6.788949608 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 988 | 2.0% |
| 1 | 92 | 0.2% |
| 1489448.266 | 34 | 0.1% |
| 136778.2796 | 33 | 0.1% |
| 0.513812155 | 30 | 0.1% |
| 2 | 29 | 0.1% |
| 17519.49881 | 25 | 0.1% |
| 153476.5359 | 20 | < 0.1% |
| 289510.4753 | 20 | < 0.1% |
| 1.016574586 | 19 | < 0.1% |
| Other values (32410) | 45602 | |
| (Missing) | 3108 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 988 | |
| 0.011049724 | 5 | < 0.1% |
| 0.022038567 | 1 | < 0.1% |
| 0.05801105 | 1 | < 0.1% |
| 0.08 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 113000000 | 3 | |
| 110000000 | 4 | |
| 107000000 | 1 | < 0.1% |
| 91400000 | 2 | |
| 79300000 | 1 | < 0.1% |
pctchg_curr_sa_bal_avg_sa_bal_1m
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 30948 |
|---|---|
| Distinct (%) | 69.8% |
| Missing | 5667 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.72790006 |
| Minimum | -1 |
|---|---|
| Maximum | 245680.5556 |
| Zeros | 757 |
| Zeros (%) | 1.5% |
| Negative | 22487 |
| Negative (%) | 45.0% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.825930009 |
| Q1 | -0.332234279 |
| median | -0.002082588 |
| Q3 | 0.304482789 |
| 95-th percentile | 4.179775112 |
| Maximum | 245680.5556 |
| Range | 245681.5556 |
| Interquartile range (IQR) | 0.636717068 |
Descriptive statistics
| Standard deviation | 1887.02075 |
|---|---|
| Coefficient of variation (CV) | 63.47642269 |
| Kurtosis | 13367.60071 |
| Mean | 29.72790006 |
| Median Absolute Deviation (MAD) | 0.32248091 |
| Skewness | 108.9881541 |
| Sum | 1317926.993 |
| Variance | 3560847.31 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 757 | 1.5% |
| -1 | 58 | 0.1% |
| -0.476062942 | 34 | 0.1% |
| 1.317087839 | 33 | 0.1% |
| 0.068267752 | 25 | 0.1% |
| -0.37172675 | 20 | < 0.1% |
| -0.642494611 | 20 | < 0.1% |
| 0.003292122 | 19 | < 0.1% |
| 0.074074074 | 18 | < 0.1% |
| -1.39 × 10-16 | 18 | < 0.1% |
| Other values (30938) | 43331 | |
| (Missing) | 5667 | 11.3% |
| Value | Count | Frequency (%) |
| -1 | 58 | |
| -0.999900467 | 1 | < 0.1% |
| -0.999790731 | 1 | < 0.1% |
| -0.999769654 | 1 | < 0.1% |
| -0.999746436 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 245680.5556 | 2 | |
| 93443.44444 | 1 | |
| 92830.53333 | 1 | |
| 75327.25543 | 2 | |
| 56374.40777 | 1 |
pctchg_curr_sa_bal_avg_sa_bal_3m
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 30680 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 5808 |
| Missing (%) | 11.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 577.7793082 |
| Minimum | -1 |
|---|---|
| Maximum | 8859915.351 |
| Zeros | 460 |
| Zeros (%) | 0.9% |
| Negative | 23285 |
| Negative (%) | 46.6% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.8881301643 |
| Q1 | -0.426054083 |
| median | -0.0289204655 |
| Q3 | 0.430959657 |
| 95-th percentile | 4.476672642 |
| Maximum | 8859915.351 |
| Range | 8859916.351 |
| Interquartile range (IQR) | 0.85701374 |
Descriptive statistics
| Standard deviation | 60381.76369 |
|---|---|
| Coefficient of variation (CV) | 104.5066219 |
| Kurtosis | 20790.76119 |
| Mean | 577.7793082 |
| Median Absolute Deviation (MAD) | 0.41691973 |
| Skewness | 142.5027904 |
| Sum | 25533223.19 |
| Variance | 3645957386 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 687 | 1.4% |
| 0 | 460 | 0.9% |
| -0.966157455 | 34 | 0.1% |
| -0.508869273 | 33 | 0.1% |
| 1.003078554 | 25 | 0.1% |
| 0.493852862 | 20 | < 0.1% |
| -0.217869822 | 20 | < 0.1% |
| 0.003520403 | 19 | < 0.1% |
| -0.483231694 | 14 | < 0.1% |
| 0.517520217 | 14 | < 0.1% |
| Other values (30670) | 42866 | |
| (Missing) | 5808 | 11.6% |
| Value | Count | Frequency (%) |
| -1 | 687 | |
| -0.999994521 | 1 | < 0.1% |
| -0.999993291 | 2 | < 0.1% |
| -0.99998816 | 2 | < 0.1% |
| -0.999975741 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8859915.351 | 1 | < 0.1% |
| 8818411.381 | 1 | < 0.1% |
| 1579961.933 | 1 | < 0.1% |
| 912017.8 | 1 | < 0.1% |
| 492674.2781 | 3 |
pctchg_curr_sa_bal_avg_sa_bal_6m
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 29653 |
|---|---|
| Distinct (%) | 69.3% |
| Missing | 7201 |
| Missing (%) | 14.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.75323995 |
| Minimum | -1 |
|---|---|
| Maximum | 1072937.649 |
| Zeros | 339 |
| Zeros (%) | 0.7% |
| Negative | 23058 |
| Negative (%) | 46.1% |
| Memory size | 390.8 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.9401736246 |
| Q1 | -0.523275142 |
| median | -0.065638085 |
| Q3 | 0.502561828 |
| 95-th percentile | 5.404803802 |
| Maximum | 1072937.649 |
| Range | 1072938.649 |
| Interquartile range (IQR) | 1.02583697 |
Descriptive statistics
| Standard deviation | 7522.945017 |
|---|---|
| Coefficient of variation (CV) | 87.72782254 |
| Kurtosis | 19352.29487 |
| Mean | 85.75323995 |
| Median Absolute Deviation (MAD) | 0.490425777 |
| Skewness | 136.5094811 |
| Sum | 3670152.916 |
| Variance | 56594701.72 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 687 | 1.4% |
| 0 | 339 | 0.7% |
| -0.977011494 | 101 | 0.2% |
| -0.982758621 | 38 | 0.1% |
| -0.757614051 | 34 | 0.1% |
| -0.925287356 | 30 | 0.1% |
| 6.085143452 | 25 | 0.1% |
| -0.936781609 | 22 | < 0.1% |
| 0.075860695 | 20 | < 0.1% |
| -0.931034483 | 20 | < 0.1% |
| Other values (29643) | 41483 | |
| (Missing) | 7201 | 14.4% |
| Value | Count | Frequency (%) |
| -1 | 687 | |
| -0.999999992 | 1 | < 0.1% |
| -0.99999981 | 1 | < 0.1% |
| -0.999999788 | 1 | < 0.1% |
| -0.999999686 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1072937.649 | 2 | |
| 223312.6437 | 1 | |
| 145207.28 | 1 | |
| 104665.5025 | 1 | |
| 92238.56979 | 1 |
product
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 390.8 KiB |
| Affluent_Card | |
|---|---|
| Youth_Card | |
| Mass_Card | |
| HNI_Card |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Affluent_Card |
|---|---|
| 2nd row | Mass_Card |
| 3rd row | Mass_Card |
| 4th row | Mass_Card |
| 5th row | Mass_Card |
Common Values
| Value | Count | Frequency (%) |
| Affluent_Card | 21223 | |
| Youth_Card | 12824 | |
| Mass_Card | 9604 | |
| HNI_Card | 6349 | 12.7% |